Yang Zhou(周扬)'s starred repositories
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorflow
An Open Source Machine Learning Framework for Everyone
the-gan-zoo
A list of all named GANs!
MarslandMLAlgo
Code and data for the second edition of the textbook `Machine Learning: An Algorithm Perspective" by Stephen Marsland.
dlbook_notation
LaTeX files for the Deep Learning book notation
awesome-deep-learning-papers
The most cited deep learning papers
tensorflow-build-archived
TensorFlow binaries supporting AVX, FMA, SSE
kaggle-web-traffic
1st place solution
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
deeplearning4j
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...
analytics_vidhya
Codes related to activities on AV including articles, hackathons and discussions.
ufldl-solution
Unsupervised feature learning and Deep learning
text-liblinear
A text classification wapper for liblinear, using 2gram tokenizer by default
stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Twitter-LDA
Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)
jieba-analysis
结巴分词(java版)
stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
publications
The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).
em-naive-bayes
Semi-supervised text classification using EM NaiveBayesian Classifier
JGibbLabeledLDA
Labeled LDA in Java (based on JGibbLDA)