wangchenctg Goto Github PK

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

battery_temp

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cs224d

The answer of Stanford cs224d course assignments

cs231n_2016_homework

Assignment 1 of Stanford CS231n 2016 winter course. Modified for Python 3.

ctci

Cracking the Coding Interview, 5th Edition

deep-learning-tricks

Enumerate diverse machine learning training tricks.

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deepqa

GitXiv Competition: Replicate the findings of the Deep Q&A research paper, preferably in collaboration with others. Use library of choice. Upload your findings here

documentclassification

This code implements a simple CNN model for document classification with tensorflow.

dqn

This is a very basic DQN implementation, which uses OpenAI's gym environment and Keras/Theano neural networks.

dressrosa

LeetCode Solutions in Java

examples

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

github_330

ijcai17_tianchi_rank4

insuranceqa-cnn-lstm

tensorflow and theano cnn code for insurance QA(question Answer matching)

jamesdlut.github.io

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

note

paper

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

seq2seq

Sequence to Sequence Learning with Keras

seq2seq-pytorch-example

A toy example of sequence to sequence (seq2seq) model with pytorch.