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2018-cs109a

Repository for CS109A Fall 2018

2019-cs109a

https://harvard-iacs.github.io/2019-CS109A/

60_days_rl_challenge

Learn Deep Reinforcement Learning in depth in 60 days

bidmach

CPU and GPU-accelerated Machine Learning Library

bitcoin-vagrant

Vagrant file to build Bitcoin Core with Ubuntu 12.04 ("Precise Pangolin")

books

:books: Books worth reading

capstone

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

datascience

fastbook

The fastai book, published as Jupyter Notebooks

files

foodie

Foodie website

high_performance_python

Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly

js-async-tutorial

深入理解 JavaScript 异步

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

models

Models and examples built with TensorFlow

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 ;)

react-js-tutorials

Code that goes along with my YouTube React JS Series

react-redux-boilerplate

Awesome React / Redux boilerplate and tutorial.

react-sublime-snippet

Save time in writing React codes

react-tweets

Code repository for the tutorial by @kenwheeler: Build A Real-Time Twitter Stream with Node and React.js

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

sentiment-analysis-torchtext

Seniment Analysis in Torchtext

simple-todos-react

A repository that follows the React tutorial step-by-step

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

system-design-interview

System design interview for IT companies

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

user-churn