fy164251

Advance-Machine-Learning

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

BERT-keras

Keras implementation of BERT with pre-trained weights

cs231n.github.io

Public facing notes page

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-residual-networks

Deep Residual Learning for Image Recognition

dnn

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

introtodeeplearning_labs

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

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

MLDR

Sample data sets for multilingual Discrete Reasoning

MLDS2018SPRING

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

recommenders

Best Practices on Recommendation Systems

text_style_transfer

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"