hebaoxianga Goto Github PK

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

alexnet-experiments

Experiments with AlexNet architecture for Image Classification

artificial-intelligence-berkeley-cs188

Learned about search problems (A*, CSP, minimax), reinforcement learning, bayes nets, hidden markov models, and machine learning

awesome

😎 Awesome lists about all kinds of interesting topics

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

bnt

Bayes Net Toolbox for Matlab

boots

chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

conditional_vae

conditional variational autoencoder written in Keras [not actively maintained]

corrdim

C++ program to find the correlation dimension of the chaotic-maps

data-algorithms-book

MapReduce, Spark, Java, and Scala for Data Algorithms Book

dcgan-for-bird-generation

DCGAN and WGAN implementation on Keras for Bird Generation

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep_q_rl

Theano-based implementation of Deep Q-learning

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

dpgan

Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

f-principle

code to show F-Principle in the DNN training

facility-location-gurobi

Exact approach to solve the facility location problem with Gurobi.

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gcg

gurobi.jl

Julia interface for Gurobi Optimizer

hebaoxianga.github.io

个人主页

higuchifractaldimension

Higuchi Fractal Dimension (HFD) for 1D(time) series

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard