王晨's repositories
test
test
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
tf-stanford-tutorials
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
tensorflow-shakespeare
Neural machine translation between the writings of Shakespeare and modern English using TensorFlow
DocumentClassification
This code implements a simple CNN model for document classification with tensorflow.
Deep-Learning-Tricks
Enumerate diverse machine learning training tricks.
chatbot-retrieval
Dual LSTM Encoder for Dialog Response Generation
pytorch-rl
Deep Reinforcement Learning with pytorch & visdom
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
seq2seq
Sequence to Sequence Learning with Keras
tensorflow-white-paper-notes
Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
tensorflow-seq2seq-tutorials
Dynamic seq2seq in TensorFlow, step by step
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
seq2seq-pytorch-example
A toy example of sequence to sequence (seq2seq) model with pytorch.
tf_seq2seq_chatbot
[unmaintained]
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
insuranceQA-cnn-lstm
tensorflow and theano cnn code for insurance QA(question Answer matching)
cs231n_2016_homework
Assignment 1 of Stanford CS231n 2016 winter course. Modified for Python 3.