Favorite Github repositories

05-01-2021 / Edit on Github

This note will always be updated.

  1. 100-nlp-papers by mhagiwara β€” 100 Must-Read NLP Papers.
  2. 120-Data-Science-Interview-Questions by kojino β€” Answers to 120 commonly asked data science interview questions.
  3. 30-seconds-of-interviews by 30-seconds β€” A curated collection of common interview questions to help you prepare for your next interview.
  4. algorithm-archive by algorithm-archivists β€” A collaborative book on algorithms.
  5. anomaly-detection-resources by yzhao062 β€” Anomaly detection related books, papers, videos, and toolboxes.
  6. awesome-ai-ml-dl by neomatrix369 β€” Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
  7. awesome-apache-airflow by jghoman β€” Curated list of resources about Apache Airflow.
  8. awesome-data-engineering by igorbarinov β€” A curated list of data engineering tools for software developers.
  9. awesome-jekyll-plugins by planetjekyll β€” A collection of awesome Jekyll plugins (gems, scripts, pasties, etc.).
  10. awesome-macOS by iCHAIT β€” ο£Ώ A curated list of awesome applications, softwares, tools and shiny things for macOS.
  11. awesome-production-machine-learning by EthicalML β€” A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning.
  12. awesome-selfhosted by awesome-selfhosted β€” A list of Free Software network services and web applications which can be hosted on your own servers.
  13. awesome-shell by alebcay β€” A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
  14. awesome-wysiwyg by JefMari β€” A curated list of awesome WYSIWYG editors.
  15. beautiful-jekyll by daattali β€” ✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com.
  16. bokeh by bokeh β€” Interactive Data Visualization in the browser, from Python.
  17. Chart.js by chartjs β€” Simple HTML5 Charts using the <canvas> tag.
  18. course-v3 by fastai β€” The 3rd edition of course.fast.ai.
  19. COVID-19 by CSSEGISandData β€” Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE.
  20. csslayout by phuoc-ng β€” A collection of popular layouts and patterns made with CSS. Now it has 90+ patterns and continues growing!.
  21. d2l-en by d2l-ai β€” Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.
  22. data-engineer-roadmap by datastacktv β€” Roadmap to becoming a data engineer in 2021.
  23. data-science-career by firmai β€” Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository.
  24. Data-Science-Interview-Resources by rbhatia46 β€” A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
  25. data-science-interviews by alexeygrigorev β€” Data science interview questions and answers.
  26. DataCamp-Project-Solutions-Python by veeralakrishna β€” DataCamp Project Solutions.
  27. Datasets by jbrownlee β€” Machine learning datasets used in tutorials on MachineLearningMastery.com.
  28. deep-learning-drizzle by kmario23 β€” Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!.
  29. DeepLearning.ai-Summary by mbadry1 β€” This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
  30. deepLearningBook-Notes by hadrienj β€” Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016).
  31. deepo by ufoym β€” Set up deep learning environment in a single command line.
  32. DeepSpeech by mozilla β€” DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
  33. developer-roadmap by kamranahmedse β€” Roadmap to becoming a web developer in 2021.
  34. draft-js by facebook β€” A React framework for building text editors.
  35. ds-cheatsheets by FavioVazquez β€” List of Data Science Cheatsheets to rule the world.
  36. ebookMLCB by tiepvupsu β€” ebook Machine Learning cΖ‘ bαΊ£n.
  37. elasticsearch by elastic β€” Open Source, Distributed, RESTful Search Engine.
  38. eleventy by 11ty β€” A simpler static site generator. An alternative to Jekyll. Transforms a directory of templates (of varying types) into HTML.
  39. eleventy-high-performance-blog by google β€” A high performance blog template for the 11ty static site generator.
  40. excalidraw by excalidraw β€” Virtual whiteboard for sketching hand-drawn like diagrams.
  41. explained-visually by vicapow β€” null.
  42. face-api.js by justadudewhohacks β€” JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js.
  43. gitignore by github β€” A collection of useful .gitignore templates.
  44. gnome-terminal by dracula β€” πŸ§›πŸ»β€β™‚οΈ Dark theme for Gnome Terminal.
  45. grip by joeyespo β€” Preview GitHub README.md files locally before committing them.
  46. handson-ml2 by ageron β€” A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
  47. hyde by pankajparashar β€” πŸ“ Blazing fast Next.js blog inspired by Jekyll powered by React.
  48. hydra by facebookresearch β€” Hydra is a framework for elegantly configuring complex applications.
  49. ibus-bamboo by BambooEngine β€” Bα»™ gΓ΅ tiαΊΏng Việt cho Linux.
  50. idyll by idyll-lang β€” Create explorable explanations and interactive essays.
  51. interview by Olshansk β€” Everything you need to prepare for your technical interview.
  52. jupytext by mwouts β€” Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts.
  53. k380-function-keys-conf by jergusg β€” Make function keys default on Logitech k380 bluetooth keyboard.
  54. KaTeX by KaTeX β€” Fast math typesetting for the web.
  55. kedro by quantumblacklabs β€” A Python framework for creating reproducible, maintainable and modular data science code.
  56. labelImg by tzutalin β€” πŸ–οΈ LabelImg is a graphical image annotation tool and label object bounding boxes in images.
  57. latex-css by vincentdoerig β€” LaTeX.css is a CSS library that makes your website look like a LaTeX document.
  58. learn-anything by learn-anything β€” Organize world's knowledge, explore connections and curate learning paths.
  59. learn-regex by ziishaned β€” Learn regex the easy way.
  60. learning by amitness β€” Becoming better at data science every day.
  61. links-detector by trekhleb β€” πŸ“– πŸ‘†πŸ» Links Detector makes printed links clickable via your smartphone camera. No need to type a link in, just scan and click on it.
  62. machine-learning-interview by khangich β€” Machine Learning Interviews from FAAG, Snapchat, LinkedIn. .
  63. manim by 3b1b β€” Animation engine for explanatory math videos.
  64. medium-editor by yabwe β€” Medium.com WYSIWYG editor clone. Uses contenteditable API to implement a rich text solution.
  65. metaflow by Netflix β€” Build and manage real-life data science projects with ease.
  66. ML-From-Scratch by eriklindernoren β€” Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
  67. NAB by numenta β€” The Numenta Anomaly Benchmark.
  68. netron by lutzroeder β€” Visualizer for neural network, deep learning, and machine learning models.
  69. neural_prophet by ourownstory β€” NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch.
  70. OpenKey by tuyenvm β€” Vietnamese Input for macOS, Windows and Linux - Bα»™ gΓ΅ TiαΊΏng Việt nguα»“n mở Δ‘a nền tαΊ£ng.
  71. playground by tensorflow β€” Play with neural networks!.
  72. PlotNeuralNet by HarisIqbal88 β€” Latex code for making neural networks diagrams.
  73. probability_cheatsheet by wzchen β€” A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
  74. project-based-learning by tuvtran β€” Curated list of project-based tutorials.
  75. python-guide by realpython β€” Python best practices guidebook, written for humans. .
  76. react-live by FormidableLabs β€” A flexible playground for live editing React components.
  77. realworld by gothinkster β€” "The mother of all demo apps" β€” Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more πŸ….
  78. replicate by replicate β€” Version control for machine learning.
  79. rough by rough-stuff β€” Create graphics with a hand-drawn, sketchy, appearance.
  80. roughViz by jwilber β€” Reusable JavaScript library for creating sketchy/hand-drawn styled charts in the browser.
  81. scrollama by russellgoldenberg β€” Scrollytelling with IntersectionObserver.
  82. shap by slundberg β€” A game theoretic approach to explain the output of any machine learning model.
  83. shields by badges β€” Concise, consistent, and legible badges in SVG and raster format.
  84. showdown by showdownjs β€” A bidirectional Markdown to HTML to Markdown converter written in Javascript.
  85. sommaire-xavki-devops-fr by priximmo β€” null.
  86. stage.js by shakiba β€” 2D HTML5 rendering and layout engine for game development.
  87. strapi by strapi β€” πŸš€ Open source Node.js Headless CMS to easily build customisable APIs.
  88. streamlit by streamlit β€” Streamlit β€” The fastest way to build data apps in Python.
  89. taskbook by klaussinani β€” Tasks, boards & notes for the command-line habitat.
  90. texmath-static by math2it β€” A static version for texmath.
  91. the-example-app.nodejs by contentful β€” Example app for Contentful in node.js.
  92. tinacms by tinacms β€” Tina is a toolkit for building visual editing into your site. With Tina, developers can give their teams a contextual and intuitive editing experience without sacrificing code quality.
  93. tiny-helpers by stefanjudis β€” A collection of useful online web development tools.
  94. Top-Deep-Learning by mbadry1 β€” Top 200 deep learning Github repositories sorted by the number of stars.
  95. tslearn by tslearn-team β€” A machine learning toolkit dedicated to time-series data.
  96. TypeScript by microsoft β€” TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
  97. utterances by utterance β€” :crystal_ball: A lightweight comments widget built on GitHub issues.
  98. vaex by vaexio β€” Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second πŸš€.
  99. Virgilio by virgili0 β€” Your new Mentor for Data Science E-Learning.
  100. virtual-lolly by philhawksworth β€” JAMstack demo site - prerendered with serverless API fallbacks.