Takahiro Ohori's starred repositories
public-apis
A collective list of free APIs
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
the-art-of-command-line
Master the command line, in one page
design-resources-for-developers
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
engineering-blogs
A curated list of engineering blogs
project-guidelines
A set of best practices for JavaScript projects
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-mastery
Advanced Python Mastery (course by @dabeaz)
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
awesome-learning-resources
🔥 Awesome list of resources on Web Development.
PlotJuggler
The Time Series Visualization Tool that you deserve.
flaskr-tdd
Flaskr: Intro to Flask, Test-Driven Development (TDD), and JavaScript
100knocks-preprocess
データサイエンス100本ノック（構造化データ加工編）
mplcyberpunk
"Cyberpunk style" for matplotlib plots
analytics-handbook
Getting started with soccer analytics
performance
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
Practical-Deep-Learning-Book
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Awesome-Learning-Resources
"Technology Gold mine" to collect and share materials/resources
Awesome-Learning-Resource
A curated list of all kinds of learning resources, blogs, books, videos and so on.
simulation_engineering
数値シミュレーションの基礎
python-nlp-book
ディープラーニングによる自然言語処理（共立出版）のサポートページです