Yimeng Zeng's repositories
subseasonal_toolkit
Subseasonal forecasting models
subseasonal_data
Data access package for the SubseasonalClimateUSA dataset
tencent-ml-images
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
varational-inference
This repo contains code for the examples presented in the VI paper
BDMI-2020A
Big Data and Machine Intelligence, Autumn 2020.
clean-code-javascript
:bathtub: Clean Code concepts adapted for JavaScript
code-review-tips
:microscope: Common problems to look for in a code review
vision
Datasets, Transforms and Models specific to Computer Vision
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
CornellCSWiki
The new unofficial Cornell CS Wiki!
EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
cs231n.github.io
Public facing notes page
DeepESN
Deep Echo State Network (DeepESN) Python library
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
visbeat
Code for making anything dance to anything
c-rnn-gan
Implementation of C-RNN-GAN.
MCMC
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.