stry

qSGD

SGD and Ordered SGD codes for deep learning, SVM, and logistic regression

darts

Differentiable architecture search for convolutional and recurrent networks

robustopt

Potential-functions-for-first-order-methods

Codes associated to the work "Stochastic first-order methods: non-asymptotic and computer-aided analyses via potential functions"

DBSN

CLPRNN

ssdkl

Code that accompanies the paper Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance

SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

ucasthesis

LaTeX Thesis Template for the University of Chinese Academy of Sciences

google-research

Google Research

interviews

Everything you need to know to get the job.

libsdca

Multiclass classification based on stochastic dual coordinate ascent

LIMO

The code of the LIMO algorithm proposed in our ICML'17 paper "A Unified View of Multi-Label Performance Measures"

mulan

MLC_toolbox

A MATLAB/OCTAVE library for Multi-Label Classification

Language-Modeling-GatedCNN

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

caffe

Caffe: a fast open framework for deep learning.

caffe-tensorflow

Caffe models in TensorFlow

tensorflow

An Open Source Machine Learning Framework for Everyone

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

megaman

megaman: Manifold Learning for Millions of Points

bayespy

Bayesian Python: Bayesian inference tools for Python

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

CrackForest

LeetCode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow