reading-resources
Big reading log
Some useful pointers for Software engineers. Collected over 10 years in the software industry.
Why?
- To keep track of helpful resources I have referred to during my career
- To help my fellow young colleagues learn quickly
Inspiration: Richard Stallman, Jason Kottke, Sindre Sohrus, Stephen Wolfram, Mari Kondo, Leo Babauta
Table of Contents
About Me
Some talks I have done recently, mostly in French: A short history of the software industry, Productivity tips and decluttering, Deep learning for programmers
Subjects I am researching about: 3D Pose applications, Data journalism, technical writing and editing. My past micro-entrepreurial ideas.
Posts and Webapps
2023
Objectives
- Write a small project in Go language using one of the libraries below
- Write part of a book using RMarkdown or mdBook
- Exciting things: Mediapipe, Roboflow, Idyll, Julia
March
- Microsoft continues investing in OpenAI promising to innovate using transformers in the enterprise applications. Developers can already try to build their own apps using GPT-3, Codex, and with Spark plugins already available. On the desktop side, Microsoft Teams already integrates with ChatGPT.
- In GPT-3 and Beyond, Christopher Potts explains how algorithms are outperforming humans in classic NLP problems with the dimensionality explosion of large language models (LLM).
- In a Prompt Engineering Guide, authors from
dair.aidissect how prompt works in LLM. Ironically, the term “prompt engineer” also begins to pop up as a newly demanded skill on LinkedIn promising to change the way we work. - YOLOv8 was released in January 2023, this short tutorial video explains how to easily train a object detection system using popular service Roboflow, which supports multiple deployment platform, web or on even edge devices from Nvidia and Luxonis.
- Inside Zillow’s propensity model. Authors explain how the real estate platform identify potential buyers and serve them the appropriate contents.
- A walkthough on how to build a embeddings based similar products recommendation system using Redis and Docarray.
- Choosing between Snowflake, Databricks, BigQuery or Redshift or EMR from Lak Lakshmanan, using Apache Iceberg from your data lakehouse
January
- A primer from PagerDuty for dealing with technical incidents. The Postmortem document is at the core of the SRE culture, making sure the process is clear will make engineering teams succeed, when facing critical applications and busy stakeholders. PagerDuty is a SaaS service to provide engineer tools to manage on-calls effectively.
- Guido van Rossum, creator of Python language, was invited at the Lex Fridman Podcast for the second time. He shared his opinions about the language evolution, programmer careers, but also new things like GitHub Copilot which he says he uses personally.
- 10 years after the foundational article from Harvard Business Review, the original authors talk about the evolutions of opportunity in data science related careers. They discuss how this new area played a big role in maintaining companies stability and growth, highlight the challenges to train or find skillful people, and also the new trends of MLOps.
- GCP provides a 40 points checklist to maintain a well-organized Airflow code base.
- Following a recent refactoring, LinkedIn wrote a comprehensive architecture note about how their central instant messaging component works, enabling its 900 million members to communicate in real time.
- Snowflake released new features possibility with some security enhancements and the possibility to run query from VSCode.
2022
December
- GitHub tips to level up your CI/CD
- With new GPT-3 type models capable of generating human like contents and even winning arts competition, a16z is considering how it can extend to other area such as science, and potentially change how researchers work.
- In research conducted end of 2021, McKinsey identified major AI opportunities for China. Key sectors of automotive, manufacturing and enterprise software could bring up to $600 billion to using AI technologies.
- In mind sports and online games, professional have been using AI to cheat and win prizes. A controversy has been going on in September involving top players for the game of chess. The columnist also prospects that people in the future will be using AI wearables for everyday decisions.
- AWS unveiled a report on the economic impact of AWS in France. The group plans to invest 5 billion between 2022 and 2031. It also highlights that France is lagging behind in the training of data profiles. AWS will also adopt a sustainability approach through the use of less energy consuming ARM chips.
- AlphaTensor, an AI developed by based on previous work AlphaZero, has solved an old numerical analysis problem. The system was trained to search efficient matrix multiplication algorithms and outperformed Strassen algorithm.
- During this year’s Ignite event (day1, day2). Microsoft announced changes on the server side, like ARM-based instances, AI assistance for developers, but also for corporate meetings, and an upgrade of Azure OpenAI. On the desktop side, Windows 11 updates and Microsoft Teams updates should improve the quality of the calls. TLDR note from Satya Nadella
- Laptops and desktop computers are more powerful than ever. Now with DuckDB, a new in-memory OLAP tool, developers can take use their own compute power. Horizontal scaling is no longer necessary for simple analyses.
- Different types of senior level engineers are depicted in this article with their typical weekly schedule. Interesting ideas of how developers can organize their time to be more focused and productive.
- Meta recently opened an API to write chatbots for the WhatsApp messaging platform. With a backend server in Python, Flask or FastAPI for example, businesses can now trigger text events enriched with ML or API calls, or retrieve knowledge from an external source. With chatbots, brands can engage their users in a direct and personalized way, using a simple text interface, and Facebook has been one of the first platforms to enable business and developers to do it.
October
- https://github.com/openai/whisper
- https://snyk.io/blog/best-practices-create-modern-npm-package
- https://duckdb.org/2022/10/12/modern-data-stack-in-a-box.html
- https://www.linkedin.com/pulse/doing-more-less-microsoft-cloud-satya-nadella
- https://www.deepmind.com/blog/discovering-novel-algorithms-with-alphatensor
June
- DVC released a new ML extension to track both experiments and datasets directly with Git and VS Code, check out this demo on YouTube.
- Amazon recently released code with a minimalistic infrastructure to process its Marketing Cloud API.
- Google broke the world record for computing the Pi number digits, they provided a small API for developers to try out and discussed the infrastructure they used for this classical HPC workload.
May
- How Spotify performs similarity search for their podcasts, using Tensorflow, Vertex AI and Vespa
- Twitter following Spotify to move more of its data infrastructure to managed services on GCP
March
- dbt’s article about analytics enginering and new courses
- The challenges of serving neural networks in production, how small businesses can reuse pre-trained models or APIs
January
- Avocode templates to apply the Shape Up method
2021
December
- Li Haoyi’s tips on publishing a technical book
June
- Data Cloud Summit - How CDC Can Improve Your Life
- Use SRE principles to monitor pipelines with Cloud Monitoring dashboards
May
- How to replay time series data from BigQuery to Pub/Sub
- Data Mesh Principles and Logical Architecture
- Keyword reference for the .gitlab-ci.yml file
- Oracle to BigQuery migration guide, chapter on data migration has interesting information on CDC with Oracle
- CDC with Datastream, Datastream to BigQuery code samples
April
March
- Performing ETL from a relational database into BigQuery using Dataflow
- Change Data Capture from MySQL to BigQuery using Debezium and Pub/Sub (Stream)
- GCP Icons
- Gitlab CI/CD documentation
- Getting table metadata using INFORMATION_SCHEMA
January
- CNIL resources: Opt-out design patterns, GDPR for developers, remote working tips this one also provides some interesting links of ANSSI and Minister of Interior best practices
- Google research review of 2020.
- The Guardian’s data science blog
- Using BigTable with Dataflow at Spotify
- Full stack Deep learning course, includes a full lab on handwritten text recognition
2020
December
- Google Analytics academy online course to keep on track with Google Analytics
- PlantUML uses good old UML, I use it at my company for documentation, it also provides a nice plugin for VSCode
- Slack Deletron
- Tips on how to secure your company quickly and the MITRE Attack framework
- Great post on how to do code reviews the right way
- Financial Times - Visual Vocabulary
- Color Lisa has palettes from great designers
November
- Open Fisca, Etalab repository and Github for governments has plenty of resources for checking open source governmental algorithms
- Deepmind : one documentary on AlphaGo, Lex Fridman about the advances of Alphafold2
- French government typography
- BigQuery book, cheatsheet for window functions
- dbt is a cool modern tool to manage datawarehouse pipelines saving nights of headaches
- a16z emerging data architectures
- Hacking an API to check if the McDonald’s ice cream machine broken?
July
GoogleCloudPlatform/mlops-on-gcp/has sample bootstrap project of using Kubeflow Pipelines and Argo Workflow. See also YouTube cast and the Pipelines SDK- Srini Devadas and Erik Demaine @ MIT 2011 - Introduction to algorithms focuses in general ideas rather than the details. One can refer to Thomas Cormen et al. book for a comprehensive list of modern algorithms.
- Github actions documentation: is now very mature can help automate some of the things I collected on GitHub and replace old CI systems. Especially it can be used for ML operations see YouTube cast and
actions-ml-cicd - Architecting with Google Kubernetes Engine Specialization covers all the aspects of using Kubernetes in a professional context, has plenty of hands-on labs and code samples to practice.
April
- Corey Schafer video tutorials on Python subjects Pandas, Matplotlib
- James Powell talks at PyData highlights some of the powerful specifics of Python 3, decorators, context managers etc.
- French research labs INRIA also have interesting courses on techniques they use in biostatistics Recherche reproductible, Python 3 emphases research versus software engineering
- Covid datapack by InformationIsBeautiful
March
- Stéphane Mallat @ Collège de France - Modèles multi-échelles et réseaux de neurones convolutifs: third consecutive year of expert class to be held weekly about Deep Learning
- Deep Learning courses @ MIT 2020, the introduction course State of the Art is the most interesting one every year
photoprism/photoprism: Photo Management app powered by Go and TensorFlow. Their long-term goal is to become an open platform for machine learning research based on real-world photo collections.
January
- Laurence Moroney @ Google - Serverless Machine Learning with Tensorflow (course 4 of Data Engineering specialization). Course 3 about Dataflow is also interesting, ie. from Apache Spark to Apache Beam like Spotify did.
- Jeff Dean @ Spark Submit - Large Scale Deep Learning with TensorFlow about convincing the Spark community to use Tensorflow
- Laurence Moroney @ Google - Recommendation Systems with TensorFlow on GCP (course 5 of Tensorflow specialization)
- naphta / tesseract.js
- ActiveState/gococo contains interesting instructions to load a SavedModel directly from a Go application
- hwalsuklee/awesome-deep-text-detection-recognition: latest advances in text detection and recognition with open source implementations
- Using a similar Tensorflow approach at Airbnb : 1, 2
- TensorFlow: Data and Deployment DeepLearning.AI specialization: course #1 on training and running Tensorflow.js is usable for a rearchitecture, course #2, week2 on running TFLite from Kotlin in the JVM is a way to reuse SavedModels without Tensorflow Serving
- Lex Friedman @ MIT - Deep Learning State of the Art 2020
- Zillow - Improving the home selling & buying experience by containerizing ML deployments
- Data Pipelines with TensorFlow Data Services
- Rakuten multi-model classifier
- Vox - AI can help find illegal opioid sellers online
2019
December
- Andrew Ng @ Deeplearning.AI - Structuring Machine Learning Projects videos 5 to 7 on train/dev/test sets. The Deep learning specialization tries to be framework agnostic, but you might be interested to do the online courses from Google about using Tensorflow in production as well after.
- Andrew Ng @ Stanford - Full-Cycle Deep Learning Projects
- Kubeflow on AWS
- Daily Calm calendar, if you haven’t tried meditation I suggest you doing the Daily Calm challenge on their smartphone app or directly on their Youtube channel.
November
- Tencent ML Images / Dictionary and semantic hierarchy
- Tensorflow / TensorFlow Serving with Docker and AWS Deep Learning AMI / Tensorflow Serving to have alternatives ways to run Tensorflow serving locally or on AWS
- TensorBoard.dev to share experiments results with stakeholders and project managers.
- Chrome Extension - URL Rewriter lets you rewirte
^(http[s]?\:\/\/)(en\.)(wikipedia\.org.*)$to replace group number 2 byen.m. - Inspiring open source initiatives: Deezer, Google Jigsaw
September
- Pierre Courtiol @ Collège de France - S’attaquer à une compétition de machine learning about tricks to make models perform better and win Kaggle competitions
- NHK World - 10 Years with Hayao Miyazaki
- Data journalism handbook
March
- Guillaume Desgens-Pasanau @ CNAM - Protection des données personnelles about applying GDPR laws as engineers.
- Jeroen Janssens - Data science at the command line
- Nick Strayer - Using Awk and R to parse 25TB
January
- Spring Boot resources from Brian Clozel: From Zero to Hero with Spring Boot, Under the covers of Spring Boot
- Carlos Montecinos Geisse - Python Cheatsheet
- Helpful GDPR links: RGPD (27 avril 2016), loi sur la protection des données personnelles (20 juin 2018), décret d’application (1er août 2018), ordonnance (12 décembre 2018), loi informatique et libertés (6 janvier 1978), proposition de règlement ePrivacy
- CNIL / GDPR: Les labels CNIL, Logiciel PIA pour les analyses d’impact
- Collective actions regarding privacy: La Quadrature du Net, noyb.eu, Videos LQDN, DataGueule
- How to secure your AWS insfrastructure
- Some survival CLI tools for Hadoop on AWS: awslogs, hdfs dfs, htop
- Doing data engineering on Microsoft environment: glances, mssql-scripter, mssql-tools, visidata, Azure Data Studio, DBeaver
- Building Scala libraries with Gradle
2018
December
- AWS Labs - SageMaker examples
- Google Dataset Search
- Google Research - Seedbank
- Useful notes for Spark: Tips to Debug Apache Spark, Apache Spark Visualization, Submitting User Applications with
spark-submit, Managing memory for Apache Spark,ammonite-sparkEMR tutorial - Black hole computer simulations
August
- Spotify Engineering Culture (part1, part2)
- EC2 Instances
- The beauty of constraints in engineering
- Learning Spark with Coursera and Heather Miller
- Command line fu
March
- John Bates, Anthony Joseph - Data Science and Engineering with Spark
- Martin Odersky, Heather Miller - Functional programming in Scala Specialization
- Heather Miller - Distributed Programming
- Some Scala resources: Alvin Alexander - Scala cookbook, , 47 Degrees - Scala exercises, Homegrown Scala collections
- Playing with Spark EMR and Zeppelin, Spark SQL Partition discovery, AWS EMR releases, gallery of Zeppelin Notebooks
January
- Kelsey Hightower, Carter Morgan - Scalable microservices
- Resources for using Nginx: Diego Plentz - Nginx configuration for improved security and performance, awesome Nginx
2017
December
- Joshua Thijssen - REST Cookbook
- OWASP Foundation - OWASP Top 10
- Andrew Ng - Machine learning
- Jerome Friedman - The Elements of Statistical Learning
- Amy Brown - The architecture of open source applications
March
- AWS Whitepapers
- Franz
- Postman
- https://students.brown.edu/seeing-theory/, March 2017
2016
December
June
- Vincent Driessen - A successful Git branching model
- Peter Cottle - Learn git branching
- CSS from the future
- Twitter’s effective Scala guidelines
March
- Scala Exercises is a good website to learn Scala interactively.
- Tails is a USB operating system to preserve privacy.
January
- Jonathan Boyer - Comprendre Git
- https://navitia.io/
2015
- Node.js resources: nodejs.org, Lodash, Passport
- Twitter Bootstrap
- Drawing diagrams with ASCII Flow and Web Sequence Diagrams
- French blog post with all the passenger information designs, very cool
- David Graeber post on “bullshit jobs”
- AWS Architecture center
- Firebase
- 10 Things Paul Irish learned from the jQuery source
- PowerShell and Bash compared, UNIX for DOS users
- Made How, How products are made
- How Microsoft’s How Old robot works
- Achemine, SNCF font in train stations
- According to CNRS, Maths are doping the French economy
September
March
- The Twelve-Factor App
- https://www.bbc.co.uk/blogs/internet/entries/47a96d23-ae04-444e-808f-678e6809765d, March 2015
- Elevator Saga for learning JavaScript
2014
- Steve Yegge - Good Agile, Bad Agile on the trend companies using Agile as a buzzword and not doing it seriously
- Paul Graham from Y Combinator wrote a list of startup ideas
- WakeOnLAN is useful for desktop computers you want to use as servers or screenboards only at business hours, you can combine it with
crontab, check also this stackoverflow post - Benchmarks game compares language and tells who has the fastest implementations of different classical algorithms
- Solarized theme is awesome, at that time screen were more eye aggressive, using this and f.lux helped a lot. Simple Desktops had cool distraction-free wallpapers.
- Explain shell provides explanation for Bash one liners
- SvgCharts4Xsl, one of the first charting library for the web, it doesn’t use JavaScript!
- Generating Word documents from XML was one of my concern, I also had to deal with RTF files
- Some civil engineering softwares that were inspirational but that I never really used Straticad, Code ASTER, GDM
- French - English translations for EXCEL formulas, helpful as finding help in English is far more easier, and if your employer locks you with a French operating system
- Some online dictionary for STEM: Dico BTP, Grand dictionnaire terminologique
- Wolfram Alpha was the most impressive website for me as I was from a STEM background and it was one of the first computation intensive cloud experience
- RATP had lightweight maps for Paris. Very cool if you didn’t want to use Google Maps or Mappy.
- W3Schools gave me the basics of modern web layout, I was also interested in colorwheels 1, 2 and JavaScript, How jQuery works
- Secure share interesting 0-server file-sharing website
- Learn you a Haskell, one colleague told me about Haskell, “it is like maths you will like it”.
- enable cross-origin resource sharing
- Inside DuckDuckGo
- Resources for learning MongoDB: https://university.mongodb.com/, https://cookbook.mongodb.org/
- https://datatables.net/
- AWS vs GCP
- https://learnvimscriptthehardway.stevelosh.com/
2013
December
- Two articles on the difficulty on being a software engineer, at that time I didn’t really want to choose a software career path. Patrick McKenzie - Don’t Call Yourself A Programmer, Jeff Atwood - So You Don’t Want to be a Programmer After All.
- Some Delphi links for the museum, Delphi basics was the best online resource to find help for Delphi, using C++ objects in Delphi, yes I had to use this dinosaur!
- Armando Fox, David Patterson - Agile Development Using Ruby on Rails where I learned that software wasn’t only about Delphi and C++
- Blake Masters notes on Peter Thiel course Zero to One
October
September
- Dealing with legacy code: I’ve inherited 200k of spaghetti code from Stack Overflow, Martin Fowler’s Refactoring book
- CSS animations cheatsheet, Git concepts simplified, Project Euler
June
- On Richard Stallman, lifestyle, reasons not to use Google
April
- Learning about UX, 52 week of UX and Don Norman’s book. Julie Zhuo (Facebook) post was also a must see.
- Hack Design is a newsletter for learning web design in 52 weeks, Balsamiq for wireframes, Dribble.
2012
- Andrew Hunt - The Pragmatic Programmer
- Other book recommendations from professionals: Jeff Atwood, George Stocker, Scott Hanselman
- Gérard Degoutte - Aide mémoire de mécanique des sols
- Mechanics courses : Laurent Champaney, Ecoles des Mines
- Two HBR articles annoucing the trend of Big Data that made me change careers Big Data revolution, The sexiest job of the 21st century, The Economist - The data deluge
2011
- Steve McConnell - Code complete
- Herb Sutter - Exceptional C++
- Hamish Whittal - Shell scripting
- Eric Pement - Useful one-line scripts for sed
- Coming from a mechanical engineering background, I also enjoyed formulaires-style cheatsheets, Matthew Miller’s for Code Complete, Dave Child on Regular expressions, Design patterns, Allen Holub on UML. I could also print them in one single piece of paper, which was handy.
- Microsoft online documentation for learning about Windows subjects such as MFC, DLL, COM, XML etc. Excel documentation was also helpful for quick prototyping.
- Travelling with train in Europe : Railteam search engine.
2010
- Enjoyed reading Laurent Champaney books on mechanics, Méthodes d’approximation de Solution pour les problèmes de la physique and Méthodes numériques pour la mécanique, and Olivier Gagliardini’s “Cours de béton armé” on reinforced concrete. I used these book at my last year internship and my first full-time job
Books
Blogs and Podcasts
Following
- Entrepreuneurship: Andreessen Horowitz, Rude Baguette, Usine Digitale, Tech In Asia, Jason Kottke, Le Monde Informatique
- Research: Image des mathématiques, INRIA Interstices
- Civil Engineering: Yann Le Tilly
- Software engineering: Scott Hanselman, Uber Engineering, Spotify Engineering, Facebook Engineering, GitHub Engineering, Pinterest Engineering, Google, Etalab, Datawrapper, Erik Bernstein
- Data engineering: Duolingo, Scalac, Google Data Analytics, AWS Big Data, Datadog, The Guardian
- Web design: Uninvited Redesign, Google Web Team
- General News: Courrier International, Le Monde Videos, Le Monde Big Browser
Social Networks
- Big Data: Heather Miller, Jacek Laskowski, James Powell
- Coding: Sergei Winitzki, Suhan Wijaya
- AI: Jason Mayes, Gilles Wainrib, Lex Fridman, Meghan Zhao
- Microsoft: Satya Nadella, Xavier Perret
- Economics and Leadership: Bill Aulet, Emily Chang, Jean-Marc Sylvestre, Jean Massiet, Justin Kan, Stephen Engle, Virginie Guyot, Xinmei Shen
Archive
- https://hackernoon.com/
- https://threatpost.com
- https://calnewport.com/blog/
- https://alistapart.com/
- https://www.smashingmagazine.com/articles/
- https://www.brainpickings.org/
- https://www.ted.com/talks/
- https://www.theverge.com
- https://www.forbes.com/sites/dailymuse/
- https://lifehacker.com/
- https://blog.simplyhired.com
- https://betterexplained.com
Entrepreneurship
- https://www.fastcompany.com
- https://www.paulgraham.com
- https://tim.blog/
- https://techcrunch.com/
Research
- https://www.ibm.com/blogs/research/
- http://smai.emath.fr/
- https://www.roadef.org/
Civil engineering
- http://civilfrance.typepad.com/blog/
- http://dwf.blogs.com/beyond_the_paper/
- http://ellipsis-autodesk.typepad.com/blog/
- http://perspectives.3ds.com
- http://through-the-interface.typepad.com/through_the_interface/
- http://structurebim.typepad.com/blog/
- http://blog.bouygues-construction.com
- https://blogs.autodesk.com/bim-and-beam/
- https://blogs.solidworks.com/solidworksblog
- https://www.audeladeslignes.com/
- https://www.mobilettre.com/
- http://transid.blogspot.com/
- http://transports.blog.lemonde.fr/
Software engineering
- http://www.codinghorror.com/blog/
- http://www.industrie.com/it/
- http://www.nouvellefabrique.fr/blog
- Algolia Engineering
- Yelp Engineering
- Joel Spolsky
- http://martinfowler.com/
- https://developers.facebook.com/blog/
- https://engineeringblog.yelp.com
- https://michaelfeathers.typepad.com
- https://addyosmani.com/
- LinkedIn Engineering
Programming languages
- http://cpptruths.blogspot.com/
- http://love-python.blogspot.com/
- https://medium.com/javascript-scene
- https://milessabin.com/blog/
PropTech
- http://all-about-airbnb.com/
- http://joegebbia.com/blog
- https://zenhabits.net/
- Airbnb News
- Airbnb Engineering
- Meilleurs Agents News
- Meilleurs Agents Engineering
- Zillow Porchlight
- Zillow Research
- Immobilier Danger
Data engineering
- Maxime Beauchemin
- Li Haoyi
- IntelliJ Scala Plugin
- https://towardsdatascience.com/
Web design
- https://99u.com
- https://thenextweb.com/
- https://webdesign.tutsplus.com/
Newsletters
Online courses
Repos, toolbox for work-related problems
SORT-ME
New links
- [`GoogleCloudPlatform/microservices-demo`](https://github.com/GoogleCloudPlatform/microservices-demo)
- [`envoyproxy/envoy`](https://github.com/envoyproxy/envoy)
- [`GoogleCloudPlatform/data-analytics-golden-demo`](https://github.com/GoogleCloudPlatform/data-analytics-golden-demo)
- [`cloudspannerecosystem/harbourbridge`](https://github.com/cloudspannerecosystem/harbourbridge)
- [`powerline/fonts`](https://github.com/powerline/fonts)
- [`ydataai/ydata-profiling`](https://github.com/ydataai/ydata-profiling)
- [`mastodon/mastodon`](https://github.com/mastodon/mastodon)
- [`fredgis/GPS-Data-AI`](https://github.com/fredgis/GPS-Data-AI)
- [`feast-dev/feast`](https://github.com/feast-dev/feast)
- [`deepset-ai/haystack`](https://github.com/deepset-ai/haystack)
- [`pythonprofilers/memory_profiler`](https://github.com/pythonprofilers/memory_profiler)
- [`alexlenail/NN-SVG`](https://github.com/alexlenail/NN-SVG)
- [`brainix/pottery`](https://github.com/brainix/pottery)
- [`tugstugi/dl-colab-notebooks`](https://github.com/tugstugi/dl-colab-notebooks)
- [`docarray/docarray`](https://github.com/docarray/docarray)
- [`holtzy/The-Python-Graph-Gallery`](https://github.com/holtzy/The-Python-Graph-Gallery)
- [`TheAlgorithms/Python`](https://github.com/TheAlgorithms/Python)
- [`mintlify/writer`](https://github.com/mintlify/writer)
- [`glinscott/fishtest`](https://github.com/glinscott/fishtest)
- [`unit8co/darts`](https://github.com/unit8co/darts)
- [`vespa-engine/vespa`](https://github.com/vespa-engine/vespa)
- [`tldraw/tldraw`](https://github.com/tldraw/tldraw)
- [`aws-samples/amazon-sagemaker-integration-with-snowflake`](https://github.com/aws-samples/amazon-sagemaker-integration-with-snowflake)
- [`languagetool-org/languagetool`](https://github.com/languagetool-org/languagetool)
- [`datastaxdevs/bootcamp-fullstack-apps-with-cassandra`](https://github.com/datastaxdevs/bootcamp-fullstack-apps-with-cassandra)
- [`justinfagnani/chessboard-element`](https://github.com/justinfagnani/chessboard-element)
- [`deepchecks/deepchecks`](https://github.com/deepchecks/deepchecks)
- [`node-formidable/formidable`](https://github.com/node-formidable/formidable)
- [`apollos/opencv-practice`](https://github.com/apollos/opencv-practice)
- [`marcusbuffett/command-line-chess`](https://github.com/marcusbuffett/command-line-chess)
- [`aws-samples/aws-cdk-examples`](https://github.com/aws-samples/aws-cdk-examples)
- [`handsonscala/handsonscala`](https://github.com/handsonscala/handsonscala)
- [`tonsky/FiraCode`](https://github.com/tonsky/FiraCode)
- [`google/go-containerregistry`](https://github.com/google/go-containerregistry)
- [`LaurenceRawlings/savify`](https://github.com/LaurenceRawlings/savify)
- [`kdeldycke/awesome-engineering-team-management`](https://github.com/kdeldycke/awesome-engineering-team-management)
- [`rbw/pysnow`](https://github.com/rbw/pysnow)
- [`chimpler/postgres-aws-s3`](https://github.com/chimpler/postgres-aws-s3)
- [`tensorflow/tfjs-models`](https://github.com/tensorflow/tfjs-models)
- [`CSSLab/maia-chess`](https://github.com/CSSLab/maia-chess)
- [`ydavidchen/gcp-mle-outline`](https://github.com/ydavidchen/gcp-mle-outline)
- [`PAIR-code/what-if-tool`](https://github.com/PAIR-code/what-if-tool)
- [`MichalHecko/SSLPoke`](https://github.com/MichalHecko/SSLPoke)
- [`geogebra/geogebra`](https://github.com/geogebra/geogebra)
- [`TeamNewPipe/NewPipe`](https://github.com/TeamNewPipe/NewPipe)
- [`amundsen-io/amundsen`](https://github.com/amundsen-io/amundsen)
- [`datahub-project/datahub`](https://github.com/datahub-project/datahub)
- [`sleuthkit/scalpel`](https://github.com/sleuthkit/scalpel)
- [`numerai/example-scripts`](https://github.com/numerai/example-scripts)
Old JS links
- [`CanalTP/navitia`](https://github.com/CanalTP/navitia)
- [`caolan/async`](https://github.com/caolan/async)
- [`cchantep/acolyte`](https://github.com/cchantep/acolyte)
- [`chen-ye/hubot-fb`](https://github.com/chen-ye/hubot-fb)
- [`chrstphrknwtn/grid-clock/`](https://github.com/chrstphrknwtn/grid-clock/)
- [`cjb/GitTorrent`](https://github.com/cjb/GitTorrent)
- [`cloudinary/cloudinary_angular`](https://github.com/cloudinary/cloudinary_angular)
- [`cmpolis/Pagify`](https://github.com/cmpolis/Pagify)
- [`cpbotha/nvpy`](https://github.com/cpbotha/nvpy)
- [`creationix/js-git`](https://github.com/creationix/js-git)
- [`crockpotveggies/tinderbox`](https://github.com/crockpotveggies/tinderbox)
- [`cucumber/cucumber-js`](https://github.com/cucumber/cucumber-js)
- [`cyberglot/awesome-answers`](https://github.com/cyberglot/awesome-answers)
- [`danielgtaylor/aglio`](https://github.com/danielgtaylor/aglio)
- [`databricks/mlflow`](https://github.com/databricks/mlflow)
- [`derikon/awesome-human-motion`](https://github.com/derikon/awesome-human-motion)
- [`derimagia/awesome-alfred-workflows`](https://github.com/derimagia/awesome-alfred-workflows)
- [`DimitarPetrov/stegify`](https://github.com/DimitarPetrov/stegify)
- [`dmajda/pegjs`](https://github.com/dmajda/pegjs)
- [`dominictarr/excel-stream`](https://github.com/dominictarr/excel-stream)
- [`dominictarr/split`](https://github.com/dominictarr/split)
- [`doug-martin/nools`](https://github.com/doug-martin/nools)
- [`dtrebbien/gedit-trim-trailing-whitespace-before-saving-plugin`](https://github.com/dtrebbien/gedit-trim-trailing-whitespace-before-saving-plugin)
- [`elastic/elasticsearch`](https://github.com/elastic/elasticsearch)
- [`eschaefer/PageRank-Checking-Script`](https://github.com/eschaefer/PageRank-Checking-Script)
- [`eush77/object-pairs`](https://github.com/eush77/object-pairs)
- [`facebookincubator/dhcplb`](https://github.com/facebookincubator/dhcplb)
- [`fcambus/nginx-resources`](https://github.com/fcambus/nginx-resources)
- [`firebase/angularfire`](https://github.com/firebase/angularfire)
- [`firebase/examples`](https://github.com/firebase/examples)
- [`firebase/firebase-import`](https://github.com/firebase/firebase-import)
- [`firebase/firebase-simple-login`](https://github.com/firebase/firebase-simple-login)
- [`firebase/firebase-streaming-import`](https://github.com/firebase/firebase-streaming-import)
- [`firebase/firebase-token-generator-node`](https://github.com/firebase/firebase-token-generator-node)
- [`firebase/firechat`](https://github.com/firebase/firechat)
- [`firebase/firesnake`](https://github.com/firebase/firesnake)
- [`firebase/geoFire`](https://github.com/firebase/geoFire)
- [`ftpgrab/ftpgrab`](https://github.com/ftpgrab/ftpgrab)
- [`gabrielpoca/browser-pcm-stream`](https://github.com/gabrielpoca/browser-pcm-stream)
- [`gjtorikian/isBinaryFile`](https://github.com/gjtorikian/isBinaryFile)
- [`GoogleCloudPlatform/functions-framework-nodejs`](https://github.com/GoogleCloudPlatform/functions-framework-nodejs)
- [`graysky2/xscreensaver-aerial/`](https://github.com/graysky2/xscreensaver-aerial/)
- [`gulpjs`](https://github.com/gulpjs)
- [`guptarohit/asciigraph`](https://github.com/guptarohit/asciigraph)
- [`hapijs/joi`](https://github.com/hapijs/joi)
- [`hexojs/hexo`](https://github.com/hexojs/hexo)
- [`humanwhocodes/computer-science-in-javascript`](https://github.com/humanwhocodes/computer-science-in-javascript)
- [`ibaaj/awesome-OpenSourcePhotography`](https://github.com/ibaaj/awesome-OpenSourcePhotography)
- [`igorbarinov/awesome-data-engineering`](https://github.com/igorbarinov/awesome-data-engineering)
- [`InseeFr/Meleze`](https://github.com/InseeFr/Meleze)
- [`jgthms/juketube`](https://github.com/jgthms/juketube)
- [`jonathandion/awesome-emails`](https://github.com/jonathandion/awesome-emails)
- [`jonschlinkert/get-value`](https://github.com/jonschlinkert/get-value)
- [`JorgeBucaran/awesome-fish`](https://github.com/JorgeBucaran/awesome-fish)
- [`josephmisiti/awesome-machine-learning`](https://github.com/josephmisiti/awesome-machine-learning)
- [`jshint/jshint`](https://github.com/jshint/jshint)
- [`JustServerless/awesome-serverless`](https://github.com/JustServerless/awesome-serverless)
- [`jwaterfaucett/awesome-foss-apps`](https://github.com/jwaterfaucett/awesome-foss-apps)
- [`kakoni/awesome-healthcare`](https://github.com/kakoni/awesome-healthcare)
- [`keleshev/schema`](https://github.com/keleshev/schema)
- [`kensho/ng-describe`](https://github.com/kensho/ng-describe)
- [`Kickball/awesome-selfhosted`](https://github.com/Kickball/awesome-selfhosted)
- [`KimberlyMunoz/empathy-in-engineering`](https://github.com/KimberlyMunoz/empathy-in-engineering)
- [`kirbs-/hide_code`](https://github.com/kirbs-/hide_code)
- [`koekeishiya/chunkwm`](https://github.com/koekeishiya/chunkwm)
- [`kovidgoyal/kitty`](https://github.com/kovidgoyal/kitty)
- [`kpdecker/jsdiff`](https://github.com/kpdecker/jsdiff)
- [`krakenjs/lusca`](https://github.com/krakenjs/lusca)
- [`kripken/emscripten`](https://github.com/kripken/emscripten)
- [`kriskowal/q`](https://github.com/kriskowal/q)
- [`leonardomso/33-js-concepts`](https://github.com/leonardomso/33-js-concepts)
- [`ligurio/free-software-testing-books`](https://github.com/ligurio/free-software-testing-books)
- [`lihaoyi/cask`](https://github.com/lihaoyi/cask)
- [`likeastore/ngDialog`](https://github.com/likeastore/ngDialog)
- [`logicalparadox/matcha`](https://github.com/logicalparadox/matcha)
- [`lukeed/sockette`](https://github.com/lukeed/sockette)
- [`madrobby/keymaster`](https://github.com/madrobby/keymaster)
- [`mafintosh/peercast`](https://github.com/mafintosh/peercast)
- [`mafintosh/peerflix`](https://github.com/mafintosh/peerflix)
- [`mapbox/ecs-watchbot`](https://github.com/mapbox/ecs-watchbot)
- [`MariaLetta/free-gophers-pack`](https://github.com/MariaLetta/free-gophers-pack)
- [`mariano-fiorentino/amid`](https://github.com/mariano-fiorentino/amid)
- [`marijnh/tern_for_sublime`](https://github.com/marijnh/tern_for_sublime)
- [`mattinsler/longjohn`](https://github.com/mattinsler/longjohn)
- [`MaximAbramchuck/awesome-interview-questions`](https://github.com/MaximAbramchuck/awesome-interview-questions)
- [`maxogden/cool-ascii-faces`](https://github.com/maxogden/cool-ascii-faces)
- [`mbeaudru/modern-js-cheatsheet`](https://github.com/mbeaudru/modern-js-cheatsheet)
- [`metafloor/bwip-js`](https://github.com/metafloor/bwip-js)
- [`mgechev/angularjs-in-patterns`](https://github.com/mgechev/angularjs-in-patterns)
- [`micromata/awesome-javascript-learning`](https://github.com/micromata/awesome-javascript-learning)
- [`minimaxir/big-list-of-naughty-strings`](https://github.com/minimaxir/big-list-of-naughty-strings)
- [`mmcgrana/services-engineering`](https://github.com/mmcgrana/services-engineering)
- [`montanaflynn/stats`](https://github.com/montanaflynn/stats)
- [`motdotla/node-lambda`](https://github.com/motdotla/node-lambda)
- [`mvdan/sh`](https://github.com/mvdan/sh)
- [`neoziro/push-notify`](https://github.com/neoziro/push-notify)
- [`nicolasdao/google-graphql-functions`](https://github.com/nicolasdao/google-graphql-functions)
- [`noffle/art-of-readme`](https://github.com/noffle/art-of-readme)
- [`nvm-sh/nvm`](https://github.com/nvm-sh/nvm)
- [`oortcloud/meteorite`](https://github.com/oortcloud/meteorite)
- [`oortcloud/unofficial-meteor-faq`](https://github.com/oortcloud/unofficial-meteor-faq)
- [`opencompany/awesome-open-company`](https://github.com/opencompany/awesome-open-company)
- [`opfl/google-speech-full-duplex`](https://github.com/opfl/google-speech-full-duplex)
- [`paldepind/flyd`](https://github.com/paldepind/flyd)
- [`Pent/generator-meteor`](https://github.com/Pent/generator-meteor)
- [`pharzan/promiseRunner`](https://github.com/pharzan/promiseRunner)
- [`pinojs/pino`](https://github.com/pinojs/pino)
- [`postcss/postcss`](https://github.com/postcss/postcss)
- [`prismagraphql/prisma`](https://github.com/prismagraphql/prisma)
- [`prnicolas/ScalaMl`](https://github.com/prnicolas/ScalaMl)
- [`pyeve/cerberus`](https://github.com/pyeve/cerberus)
- [`Q42/TrelloScrum`](https://github.com/Q42/TrelloScrum)
- [`qinwf/awesome-R`](https://github.com/qinwf/awesome-R)
- [`Quixotix/gedit-source-code-browser`](https://github.com/Quixotix/gedit-source-code-browser)
- [`ricardobeat/flatkeys`](https://github.com/ricardobeat/flatkeys)
- [`rmurphey/js-assessment`](https://github.com/rmurphey/js-assessment)
- [`rogerpadilla/angular2-minimalist-starter`](https://github.com/rogerpadilla/angular2-minimalist-starter)
- [`roperzh/jroff`](https://github.com/roperzh/jroff)
- [`rwaldron/idiomatic.js`](https://github.com/rwaldron/idiomatic.js)
- [`rwaldron/johnny-five`](https://github.com/rwaldron/johnny-five)
- [`ryanaghdam/has-key-deep`](https://github.com/ryanaghdam/has-key-deep)
- [`samg/timetrap`](https://github.com/samg/timetrap)
- [`SamRagusa/Checkers-Reinforcement-Learning`](https://github.com/SamRagusa/Checkers-Reinforcement-Learning)
- [`samu/angular-table`](https://github.com/samu/angular-table)
- [`sanity-io/litter`](https://github.com/sanity-io/litter)
- [`schematics/schematics`](https://github.com/schematics/schematics)
- [`schollz/progressbar`](https://github.com/schollz/progressbar)
- [`sdras/awesome-actions`](https://github.com/sdras/awesome-actions)
- [`seanhaufler/banned-bluebook`](https://github.com/seanhaufler/banned-bluebook)
- [`senchalabs/connect`](https://github.com/senchalabs/connect)
- [`sfischer13/awesome-ledger`](https://github.com/sfischer13/awesome-ledger)
- [`sger/ElixirBooks`](https://github.com/sger/ElixirBooks)
- [`shift-js/shift-js`](https://github.com/shift-js/shift-js)
- [`shipitjs/shipit`](https://github.com/shipitjs/shipit)
- [`shk3/edx-downloader`](https://github.com/shk3/edx-downloader)
- [`shobrook/BitVision`](https://github.com/shobrook/BitVision)
- [`showcases/data-visualization`](https://github.com/showcases/data-visualization)
- [`showcases/open-journalism`](https://github.com/showcases/open-journalism)
- [`sindresorhus/awesome-nodejs`](https://github.com/sindresorhus/awesome-nodejs)
- [`sindresorhus/filter-obj`](https://github.com/sindresorhus/filter-obj)
- [`sindresorhus/get-port`](https://github.com/sindresorhus/get-port)
- [`sindresorhus/map-obj`](https://github.com/sindresorhus/map-obj)
- [`sindresorhus/mem`](https://github.com/sindresorhus/mem)
- [`sindresorhus/quick-look-plugins`](https://github.com/sindresorhus/quick-look-plugins)
- [`sindresorhus/strip-json-comments`](https://github.com/sindresorhus/strip-json-comments)
- [`sindresorhus/superb`](https://github.com/sindresorhus/superb)
- [`skale-me/skale-engine`](https://github.com/skale-me/skale-engine)
- [`Slava/tern-meteor`](https://github.com/Slava/tern-meteor)
- [`smallwins/spacetime`](https://github.com/smallwins/spacetime)
- [`spikebrehm/isomorphic-tutorial`](https://github.com/spikebrehm/isomorphic-tutorial)
- [`squaremo/amqp.node`](https://github.com/squaremo/amqp.node)
- [`sryza/spark-timeseries`](https://github.com/sryza/spark-timeseries)
- [`streamproc/MediaStreamRecorder`](https://github.com/streamproc/MediaStreamRecorder)
- [`substance/data`](https://github.com/substance/data)
- [`superscriptjs/superscript`](https://github.com/superscriptjs/superscript)
- [`surveyjs/surveyjs`](https://github.com/surveyjs/surveyjs)
- [`syntaqx/serve`](https://github.com/syntaqx/serve)
- [`thoughtbot/design-sprint`](https://github.com/thoughtbot/design-sprint)
- [`timisbusy/node-amqp-stats`](https://github.com/timisbusy/node-amqp-stats)
- [`tjanczuk/iisnode`](https://github.com/tjanczuk/iisnode)
- [`tobiasbueschel/awesome-pokemon`](https://github.com/tobiasbueschel/awesome-pokemon)
- [`TryGhost/Ghost`](https://github.com/TryGhost/Ghost)
- [`tryolabs/fetch-it`](https://github.com/tryolabs/fetch-it)
- [`twobucks/zapsnap`](https://github.com/twobucks/zapsnap)
Prompt
acheong08/ChatGPTdair-ai/Prompt-Engineering-Guidetransitive-bullshit/bing-chattransitive-bullshit/chatgpt-api
CSS
agarrharr/awesome-static-website-servicesedwardtufte/tufte-cssft-interactive/chart-doctorjgthms/bulmaSiddharth11/Colorful
JavaScript
aerogear/create-graphqlagenda/agendaalexpate/awesome-design-systemsalgolia/placesAmirTugi/tea-schoolampproject/amphtmlappbaseio/reactivesearchBaremetrics/calendarcaiogondim/fast-memoize.jsbdickason/node-goodreadsbevacqua/dragulabigskysoftware/intercooler-jsbrave/browser-laptopbreejs/breechentsulin/awesome-graphqlchoojs/chooclintonwoo/hackernews-react-graphqlcmseaton42/task-easycopy/v86CUTR-at-USF/awesome-transitdate-fns/date-fnsdenoland/denodinerojs/dinero.jsdominictarr/JSONStreamdvajs/dvae-oj/grabityebradyjobory/finance.jsehmicky/cross-platform-node-guideeladnava/mailgenelectrode-io/electrodeelectron/electron-api-demoselectron/fiddleenquirer/enquirerethereum/web3.jsethereumjs/merkle-patricia-treeexpo/expofacebook/create-react-appfirebase/functions-samplesgatsbyjs/gatsbygithub/hotkeygnab/remarkgoogleapis/nodejs-translategoogleapis/nodejs-video-intelligencegoogleapis/nodejs-visionGoogleCloudPlatform/nodejs-docs-samplesgothinkster/realworldguess-js/guessgoogleworkspace/apps-script-samplesh2non/videoshowhasura/graphqurlhodgef/simple-keyboardhql287/Mantaimbrn/v8nindutny/ellipticinorganik/countUp.jsjakesgordon/javascript-state-machinejosdejong/mathjsjs13kGames/resourcesjuliuste/projectionsjuliuste/sncflokesh/color-thieflovell/sharpkarpathy/convnetjskhaosdoctor/gotqlklaussinani/signalekwhitley/treeizelerna/lernalhartikk/naivechainlocalForage/localForagelukechilds/keyvKaTeX/KaTeXmozilla/readabilitymafintosh/csv-parsermapbox/pixelmatchmapbox/polylabelmaticzav/emma-climdn/webextensions-examplesmholt/PapaParsemicrolinkhq/metascrapermicrosoft/justmicrosoft/napajsmikeal/r2mixu/markdown-stylesmkdocs/mkdocsmljs/savitzky-golaymobxjs/mobxmourner/flatbushneherlab/covid19_scenariosnemtsov/json-maskNetflix/falcorNetflix/pollyjsnicolas-van/sonant-x-livenhn/tui.calendarnuxt/nuxt.jsopenexchangerates/accounting.jsostera/tldr.jsxoverleaf/overleafpanrafal/depthypanzerdp/vocapaulhoughton/mortgagepd4d10/octohintpeterbraden/node-opencvphoboslab/underrunpicturepan2/spectreProseMirror/prosemirrorprzemyslawpluta/node-youtube-dlPrismJS/prismrough-stuff/wired-elementssalsita/node-pg-migratesindresorhus/awesome-electronsindresorhus/cli-spinnerssindresorhus/fkill-clisindresorhus/on-changesindresorhus/pageressindresorhus/PlashSamVerschueren/listrSBoudrias/Inquirer.jsSchmavery/facebook-chat-apiserialport/node-serialportsegmentio/nightmareshelljs/shelljsspencermountain/spacetimesql-js/sql.jssqreen/awesome-nodejs-projectsstatsd/statsdsubstack/stream-handbooksurveyjs/survey-librarythedevs-network/kutttj/node-prunetombaranowicz/AmazonPricesMonitoringtypicode/json-serverUnitech/pm2trufflesuite/trufflevalidatorjs/validator.jsvega/vega-litevisgl/loaders.glxtermjs/xterm.jsYomguithereal/mnemonistziishaned/dumper.jszotero/zoterowilliamngan/ptsAaronCQL/katex-github-chrome-extension
Visualization
apache/incubator-echartsd3/d3-hierarchyhighcharts/highchartskeplergl/kepler.glzalando/tech-radar
Testing
Automattic/expect.jsBrowsersync/browser-syncfacebook/jestgetgauge/taikomicrosoft/playwrightmochajs/mochapuppeteer/puppeteer
Frontend
angular/angular.jsant-design/ant-designformium/formikspace10-community/conversational-formstimulusjs/stimulusuNmAnNeR/imaskjsvisionmedia/page.js
Backend
agershun/alasqlandris9/Nodemailerazat-co/http2-expressmongo-express/mongo-expressmrvautin/expressCartpnxtech/hydraprisma-labs/graphql-prisma-typescriptTravelingTechGuy/express4-passport-templatevercel/micro
Data engineering
Safer JS
addyosmani/es6-toolsairbnb/javascriptbolshchikov/js-must-watchelsewhencode/project-guidelinesfacebook/flowgetify/You-Dont-Know-JSgoldbergyoni/nodebestpracticesimmutable-js/immutable-jsmicrosoft/TypeScript-Node-Starterryanmcdermott/clean-code-javascriptsindresorhus/eslint-plugin-unicornyou-dont-need/You-Dont-Need-Momentjsz-pattern-matching/z
Tensorflow.js
androidfanatic/tfjs-squats-counter-htmlatanasster/hyperparametersbensonruan/Face-Maskcstefanache/tfjs-model-viewGantMan/nsfw_modelhuggingface/node-question-answeringinfinitered/nsfwjsjustadudewhohacks/face-api.jsjustadudewhohacks/opencv4nodejsml5js/ml5-libraryreiinakano/arbitrary-image-stylization-tfjstensorflow/tfjs-examplestensorflow/tfjstupleblog/face-classification-jsvictordibia/handtrack.jsyemount/pose-animator
File formats
Multimedia
0xfe/vexchordsactions-on-google/actions-on-google-nodejsgoogle/mediapipenaptha/tesseract.jsNaturalNode/naturalnlp-compromise/fr-compromisespencermountain/compromisewooorm/francwooorm/retext
Scala
47degrees/fetch47degrees/sbt-micrositesACINQ/eclairakka/akka-http-quickstart-scala.g8akka/alpakkaalexandru/scala-best-practicesalexarchambault/plotly-scalaalexarchambault/scalacheck-shapelessAlgiras/Game-Sandboxalvinj/ScalaApacheAccessLogParseramplab/succinctashwinbhaskar/functional-wayBaeldung/scala-tutorialscne1x/sfseizedanburkert/continuumcoursier/coursierdatabricks/koalasdatabricks/scala-style-guideDevInsideYou/credit-card-generator-and-validatordghubble/slingdgomesbr/ScalaNginxLogParserfedragon/sbt-todolistfoundweekends/giter8fpinscala/fpinscalaHydrospheredata/typed-sqliheartradio/ficusinput-output-hk/mantisjaspervz/todo-http4s-doobiejulianpeeters/sbt-avrohuggerjvican/sbt-release-earlylightbend/configlightbend/paradoxlihaoyi/Ammonitelihaoyi/requests-scalalihaoyi/sourcecodektoso/sbt-jmhkailuowang/henkanlagom/lagomlinkedin/isolation-forestlucidsoftware/relatemarcus-nl/scala-impatient-2nd-edmarcuslonnberg/sbt-dockermdr/ascii-graphsNetflix/atlasnovakov-alexey/scala-service.g8pathikrit/better-filespaulp/sbt-extrasPiercingDan/spark-Jupyter-AWSpolynote/polynoteprisma/graphcool-frameworkprisma/prisma1pureconfig/pureconfigsbt/junit-interfacesbt/sbt-native-packagersbt/sbt-pom-readersbt/sbt-releasesbt/sbt-sitesbt/sbt-unidocscala-android/sbt-androidscala-exercises/exercises-stdlibscalacenter/scastiescalanlp/breezescalatra/scalatra-in-actionsoftwaremill/codebragsoftwaremill/recursion-trainingsoftwaremill/sbt-softwaremillspotify/big-data-rosetta-codespotify/featranScorexFoundation/Scorexseratch/AWScalashadaj/slinkysksamuel/avro4ssksamuel/scrimagesoftwaremill/retrysoftwaremill/sttpstripe/bonsaistripe/dagonstripe/rainiersupermanue/example-librarysuperruzafa/visual-scala-referencetakezoe/parallelizertakezoe/picocli-scala-exampleThoughtWorksInc/Binding.scalaThoughtWorksInc/DeepLearning.scalatriplequote/sbt-scalabenchtpolecat/doobietpolecat/tuttypelevel/spiretypelevel/squantstwitter/bijectiontwosigma/flintunderscoreio/shapeless-guidevegas-viz/Vegasvkostyukov/scalacastertranscendent-ai-labs/DynaMLxdotai/diffwartremover/wartremoverwinitzki/sofpwvlet/airframescalameta/mdoc
Spark and Hadoop
51zero/eel-sdkadornes/spark_scala_ml_examplesalexarchambault/ammonite-sparkaliyun/aliyun-emapreduce-datasourcesapache/predictionioapache/sparkawesome-spark/learn-by-examplesawesome-spark/spark-gotchasawslabs/deequAzure/mmlsparkdatabricks-academy/scalable-machine-learning-with-apache-spark-englishdatabricks-academy/data-engineering-with-databricks-englishdatabricks-demos/dbdemosdatabricks/learning-sparkdatabricks/spark-sklearndatabricks/tensorframesdatabrickslabs/dbxdelta-io/deltaGoogleCloudDataproc/initialization-actionshadoopecosystemtable/hadoopecosystemtable.github.ioholdenk/spark-testing-basehortonworks-gallery/zeppelin-notebooksKKBOX/spark-deployerMarkCLewis/BigDataAnalyticswithSparknchammas/flintrockNVIDIA/spark-xgboost-examplesspotify/sciosryza/aas
Python
Machine Learning
8080labs/pyforestalexjc/neural-enhanceankush-me/SynthTextapache/incubator-mxnetargman/EASTaws/amazon-sagemaker-examplesAzure-Samples/cognitive-services-speech-sdkCamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackersbiubug6/Face-Detector-1MB-with-landmarkclovaai/CRAFT-pytorchclovaai/deep-text-recognition-benchmarkdask/dask-tutorialdask/daskdavidsandberg/facenetdeepmind/kinetics-i3ddeezer/spleeterdennybritz/nn-from-scratchdmlc/gluon-cvdmlc/treelitedmlc/xgboostduolingo/halflife-regressionemilwallner/Coloring-greyscale-imagesexplosion/spaCyfacebook/prophetfacebookresearch/semi-supervised-ImageNet1K-modelsfacebookresearch/VideoPose3Dfastai/fastaifastai/fastpagesflairNLP/flairgoogle/making_with_mlgoogleapis/python-aiplatformGoogleCloudPlatform/ai-platform-samplesGoogleCloudPlatform/data-science-on-gcpGoogleCloudPlatform/ml-design-patternsGoogleCloudPlatform/mlops-with-vertex-aiGoogleCloudPlatform/realtime-embeddings-matchinghill-a/stable-baselineshundredblocks/ml-powered-applicationsidealo/image-super-resolutionidealo/imagededupismir/mir-datasetsjakevdp/PythonDataScienceHandbookkarpathy/neuraltalk2krishnaik06/Kaggle-Competitionskubeflow/pipelineskvfrans/deepcolorkymatio/kymatiolaurenshareshian/home_price_estimatorMBKraus/Predicting_real_estate_prices_using_scikit-learnMhLiao/TextBoxes_plusplusmicrosoft/CNTKmicrosoft/DMTKmicrosoft/forecastingmicrosoft/LightGBMmicrosoft/MLOpsPythonmicrosoft/recommendersmicrosoft/SynapseMLmittagessen/krakennok/sklearn-porteroptimizely/hyperloglogpytorch/fairseqpytorch/serverandom-forests/tutorialsrichzhang/colorizationrohitrango/automatic-watermark-detectionRudrabha/Lip2Wavryansmcgee/seirsplusspotify/annoystatsmodels/statsmodelsterryum/awesome-deep-learning-papersthekevinscott/ml-classifier-uiThilinaRajapakse/simpletransformerstzutalin/labelImgzalandoresearch/fashion-mnistyahoo/open_nsfwwangzheallen/awesome-human-pose-estimationvijishmadhavan/ArtLineray-project/ray
Visualization
Automation
apache/airflowastronomer/airflow-guidesBasPH/data-pipelines-with-apache-airflowcelery/celeryCoreyMSchafer/code_snippetsdbader/scheduleflotpython/courseGoogleCloudPlatform/getting-started-pythonGoogleCloudPlatform/python-docs-samplesmherrmann/selenium-python-heliummlflow/mlflowNetflix/metaflownorvig/pytudespostmanlabs/httpbinpostmanlabs/postman-code-generatorsPrefectHQ/prefectprobot/probotsgratzl/slack_cleaner2STIXProject/python-stixwavexx/screenkeywilfredinni/python-cheatsheet
Environment
Notebooks
airbnb/knowledge-repoaustin-taylor/code-vaultjupyterlab/jupyterlabdonnemartin/data-science-ipython-notebooksm2dsupsdlclass/lectures-labsMarcSkovMadsen/awesome-streamlitnteract/hydrogennteract/nteractriddhishb/ipython-notebooksstreamlit/streamlitWillKoehrsen/Bokeh-Python-Visualization
Safer Python
benoitc/gunicorncosmicpython/codeethanfurman/aenumfacebookresearch/hydragoogle/python-firegoogle/yapfjendrikseipp/vulturepsf/blackPyCQA/banditpython-poetry/poetry
Databases
apache/incubator-supersetAustinReese/UsedVehicleSearchcodelucas/newspaperfivethirtyeight/datagreat-expectations/great_expectationsopenfisca/openfisca-franceopenfisca/openfisca-parissaulpw/visidatasimonw/datasetteTomAugspurger/effective-pandas
SQL
Microservices
addok/addokaws/chalicecquest/dvf_as_apiDaveParr/snakes_and_lambdasDelgan/logurugrycap/scarirmen/Pyrolitepowdahound/ec2instances.infopynecone-io/pyneconetadhgfitzgerald/fifa_rankingtaoufik07/respondertiangolo/fastapiYelp/bravado
Tensorflow
ageron/handson-mlahkarami/Deep-Learning-in-Productionalbumentations-team/albumentationsAmin-Tgz/awesome-tensorflow-2aymericdamien/TensorFlow-Examplesgoogle-research/bertGoogleCloudPlatform/tensorflow-without-a-phdhainan89/3DHumanPoseEstimationhuggingface/awesome-papershuggingface/tflite-android-transformershuggingface/transformershwalsuklee/awesome-deep-text-detection-recognitionhorovod/horovodina-foss/inaSpeechSegmenterjtoy/awesome-tensorflowlmoroney/dlaicourselinkedin/detextkabbi159/awesome-image-taggingkeras-team/autokerasKulbear/deep-learning-courseramartin-gorner/tensorflow-mnist-tutorialmartin-gorner/tensorflow-rnn-shakespearembadry1/DeepLearning.ai-Summarynileshkulkarni/csmNVIDIA/vid2vidsayakpaul/Data-Pipelines-with-TensorFlow-Data-Services-Exercisessebastianruder/NLP-progresstensorflow/adanettensorflow/docstensorflow/federatedtensorflow/graphicstensorflow/modelstensorflow/playgroundtensorflow/privacytensorflow/servingtensorflow/tensorflowtensorflow/tfx
Go and native languages
360EntSecGroup-Skylar/excelizeActiveState/gococoalda-lang/aldaargoproj/argoarschles/go-in-5-minutesastaxie/beegoatom-archive/xrayaustingebauer/go-leetcodeavelino/awesome-goaws/aws-sdk-gobitly/go-simplejsonbjorng/wingschrislusf/gleamcircleci/go-ecs-ecrcstate/cstateethereum/go-ethereumgo-jira/jirago-redis/redisgo-resty/restygobuffalo/buffalogobuffalo/popgohugoio/hugogolang/gogoogleforgames/open-matchhybridgroup/gocvharlow/kinesis-consumerjf-tech/omniparserjondot/goweightkasvith/kachekeycastr/keycastrlabstack/echoMontFerret/ferretnsqio/nsqoneapi-src/oneDNNphotoprism/photoprismShopify/saramastretchr/testifytmaiaroto/aegisTylerBrock/sawvalyala/fasthttpzenazn/gojiY2Z/monolith
Java
addthis/stream-libapache/beamapache/calciteapache/druidapache/incubator-pinotapache/tinkerpopaws/aws-sdk-javaaws/aws-sdk-java-v2awslabs/multi-model-serveraxeleroy/commechezsoiBafS/Java8-CheatSheeteclipse/deeplearning4jeugenp/tutorialsfacebook/buckframiere/a-kafka-storygoogle/guavagraalvm/graalvm-demoshaifengl/smilekeycloak/keycloaklmonkiewicz/spring-rest-validationneo4j-contrib/neo4j-graph-algorithmsoracle/graalplantuml/plantumlRichardWarburton/java-8-lambdas-exercisesspotify/apollospotify/zoltarsplicemachine/spliceenginespring-projects/spring-bootswagger-api/swagger-codegentedyoung/awesome-java8takari/maven-wrapper
Apache Beam
GoogleCloudPlatform/dataflow-contact-center-speech-analysisGoogleCloudPlatform/dataflow-opinion-analysisGoogleCloudPlatform/DataflowTemplatesGoogleCloudPlatform/df-ml-anomaly-detection
Self-development
996icu/996.ICUdreamingechoes/awesome-mental-healthdylanrees/citizen-sciencehackerkid/Mind-Expanding-Booksiamadamdev/bypass-paywalls-chromeLappleApple/awesome-leading-and-managingpapers-we-love/papers-we-loverobbie-cao/awesome-slidesrossant/awesome-mathSocialGouv/code-du-travail-numeriquerstudio/tufte
Museum
a-nikolaev/curseofwaralegrand/SMPEAnthonyCalandra/modern-cpp-featuresastralapp/astralchronoxor/FastBinaryEncodingcran/ElemStatLearndotnet/aspnetcoreedx/edx-platformetalab/calculette-impots-m-language-parseretalab/covid19-dashboardetalab/dvfethereum/wikiethereumbook/ethereumbookfacebookresearch/faissfacebookresearch/fastTextfacebookresearch/wav2letterfchollet/ARCfelixrieseberg/windows95google/filamentgoogle/or-toolsgoogle/wwwbasicgregoiredavid/france-geojsongooglecreativelab/quickdraw-dataseth2o/h2oigorbarinov/awesome-bitcoinimposters-handbook/sample-codeintoli/intoli-article-materialsinvideu/invid-verification-pluginJuliaLang/julialibvips/libvipsLeCoupa/awesome-cheatsheetslibretro/RetroArchmicrosoft/MS-DOSmicrosoft/mssql-scriptermicrosoft/QuantumKatasmagenta/magenta-studiomatze/mthemeneutraltone/awesome-stock-resourcesofficial-stockfish/Stockfishsharetribe/sharetribesimdjson/simdjsonsporto/awesome-elmstan-dev/mathtum-vision/fastmsUnity-Technologies/unitysimulation-coronavirus-exampleVBA-tools/VBA-Webxbpeng/DeepMimic
DevOps
awesome-selfhosted/awesome-selfhostedaws/aws-sam-cliawsdocs/aws-doc-sdk-examplesawslabs/ec2-spot-labsawslabs/ecs-nginx-reverse-proxyaws-samples/amazon-ecs-java-microservicesbalena-io/etcherbrotandgames/ciaodevspace/awesome-github-templatesdonnemartin/awesome-awsimgproxy/imgproxymattermost/mattermost-servernektos/actnextcloud/nextcloudpinicolargo/glancesOptimalBits/redbirdosquery/osquerypcottle/learnGitBranchingpetervanderdoes/gitflow-avhrgburke/grvspotify/styxSimulatedGREG/nginx-cheatsheetsnapcore/snapcraftspinnaker/spinnakertrimstray/test-your-sysadmin-skillswallabag/wallabagswanson/stringer
Monitoring
allinurl/goaccesshealthchecks/healthchecksmonitoringartist/grafana-aws-cloudwatch-dashboardsjorgebastida/awslogs
Continuous Integration
actions/example-servicesactions/starter-workflowsawsdocs/aws-cloudformation-user-guideawslabs/aws-cloudformation-templatesaws-samples/ecs-refarch-cloudformationcloudtools/troposphereMonsantoCo/cloudformation-template-generatornathanpeck/awesome-ecsrunatlantis/atlantissindresorhus/refined-githubstefanbuck/awesome-browser-extensions-for-github
Docker and Kubernetes
cablespaghetti/kubeadm-awsdocker-slim/docker-slimdokku/dokkukelseyhightower/kubernetes-the-hard-wayspotty-cloud/spottywagoodman/dive
Site Reliability
Functions
asrivas/work-less-do-moreaws-samples/lambda-refarch-image-moderation-chatbotGoogleCloudPlatform/functions-framework-rubyopenfaas/faasserverless/examplesserverless/pluginsserverless/serverless-graphql-blogserverless/serverlessminio/minio
MLOps
aws-samples/lambda-refarch-imagerecognitionaxa-group/Parsrfull-stack-deep-learning/course-gitbookGoogleCloudPlatform/mlops-on-gcp/mercari/ml-system-design-patternGoogleCloudPlatform/mlops-on-gcpGoogleCloudPlatform/training-data-analystkubeflow/kubeflowml874/Data-Engineering-on-GCP-Cheatsheetmachine-learning-apps/actions-ml-cicdmachine-learning-projects/machine-learning-recipesuber/ludwig
Databases
calogica/dbt-expectationscitusdata/postgresql-hllcitusdata/postgresql-topnduckdb/duckdbdgraph-io/dgraphdbt-labs/dbt-audit-helperdbt-labs/dbt-external-tablesept/ddia-referencesfastogt/fastonosqlfishtown-analytics/dbtgetredash/redashGoogleCloudPlatform/bigquery-oreilly-bookGoogleCloudPlatform/bigquery-utilsheathermiller/dist-prog-bookHiflylabs/awesome-dbtHTTPArchive/bigqueryHTTPArchive/httparchive.orginfluxdata/influxdbjwills/dbt-duckdbLINCnil/pia-backlesovsky/pgcentermetabase/metabasemindsdb/mindsdbPostgREST/postgrestprestodb/prestorethinkdb/rethinkdbroaldnefs/awesome-prometheussnowplow/iglu-centralsqlpad/sqlpadusefathom/fathomtimescale/timescaledbfacebook/rocksdbGoogleCloudPlatform/bigquery-geo-viz
CLI
agarrharr/awesome-cli-appsalebcay/awesome-shellherrbischoff/awesome-command-line-appsjeroenjanssens/data-science-at-the-command-linealexellis/mine-with-dockerclibs/entrclvv/fasddflemstr/rqgoogle/zxHazyResearch/pdftotreejeffbski/wait-onjiahaog/nativefierklaussinani/taskbookledger/ledgermholt/archivermptre/yankpstadler/ticker.shsapegin/shipitwtfutil/wtfwting/autojumpyudai/gotty
Markdown
Data Browser
andmarti1424/sc-imdbcli/mssql-clidbcli/pgclijarun/ddgrjarun/googlerpimutils/khalsantinic/how2tats/w3mtstack/lnav
Scripting
akavel/upawslabs/aws-shellcmatsuoka/figletholman/sparkidank/explainshellkoalaman/shellchecknk412/optparseoclif/oclifohmyzsh/ohmyzshsharkdp/fdsstephenson/batstldr-pages/tldrwallix/awless
Code management
AlDanial/clocarslanbilal/git-cheat-sheetcli/cliggreer/the_silver_searchergit-tips/tipsgithub/semanticiterative/dvckamranahmedse/git-standuplesnitsky/git-tutorpomber/git-historystevemao/awesome-git-addons
Vim
bzg/org-modemetakirby5/codi.vimmhinz/vim-galoreneovim/neovimphilc/vimiumvim-syntastic/syntastic
Scrapping
alex000kim/nsfw_data_scraperaria2/aria2coursera-dl/edx-dlexiftool/exiftoolEbazhanov/linkedin-skill-assessments-quizzesiv-org/invidiousnumfocus/YouTubeVideoTimestampsrosen-score/lichess-youtube-timestamperSwapnilSoni1999/spotify-dltomquirk/linkedin-apitransitive-bullshit/awesome-ffmpegwatsonbox/exportifyyt-dlp/yt-dlpytdl-org/youtube-dl
Structured text
benibela/xidelBurntSushi/ripgrepBurntSushi/xsvdbohdan/structured-text-toolsericchiang/pupjasperes/bash-yamljehiah/json2csvmikefarah/yqmithrandie/csvqsharkdp/batsimeji/jidstedolan/jqtomnomnom/gron
Load testing
Filesystem
Security
apsdehal/awesome-ctfawslabs/git-secretsclario-tech/s3-inspectorbrannondorsey/wifi-crackingFishermansEnemy/bucket_finderhak5/bashbunny-payloadskfei/slack-cleanerlastpass/lastpass-climaxchehab/CSS-Keyloggingmeitar/awesome-lockpickingopenbullet/OpenBullet2OpenCTI-Platform/openctiprojectdiscovery/naabusa7mon/S3Scannertraviscross/mtrzricethezav/gitleaks
Quotes
“Thus, I thought dynamic programming was a good name. It was something not even a Congressman could object to. So I used it as an umbrella for my activities” Richard Bellman
“A mathematician is a device for turning coffee into theorems.” Paul Erdos
“Games are won by players who focus on the playing field, not by those whose eyes are glued to the scoreboard.” Warren Buffet
“The single most important thing in life is to believe in yourself regardless of what everyone else says.” Hikaru Nakamura