introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

deep-image-prior

Image restoration with neural networks but without learning.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记