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pandas-cookbook

Recipes for using Python's pandas library

paper-implementations

Use PyTorch to implement some classic frameworks

pdtb-parser

A PDTB-Styled End-to-End Discourse Parser

pdtb2

A Python interface to the Penn Discourse Treebank 2

ppo-for-beginners

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

ppo-pytorch

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

proxy-a-distance

Proxy A-Distance algorithm for measuring domain disparity in parallel corpora

pyopennmt

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-beam-search-decoding

PyTorch implementation of beam search decoding for seq2seq models

pytorch-nlp

Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)

pytorch-pretrained-bert

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

pytorch-seq2seq

An LSTM-based implementation of sequence to sequence learning, in PyTorch.

pytorch_exercises

pytorchzerotoall

qa-survey

北航大数据高精尖中心研究张日崇团队对问答系统的总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TabletQA）和基于视觉的问答系统（VisualQA），每类系统分别对学术界和工业界进行总结。

really-awesome-gan

A list of papers on General Adversarial (Neural) Networks

recurrent-batch-normalization-pytorch

PyTorch implementation of recurrent batch normalization

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

sat

SAT Solver

shiweiba.github.io

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

text-pairs-relation-classification

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

text-similarity

Text-Similarity Method in Pytorch

text_classification

all kinds of text classificaiton models and more with deep learning

the-gan-zoo

A list of all named GANs!

theano_exercises

Exercises for my tutorials on Theano

treelstm.pytorch

Tree LSTM implementation in PyTorch

treelstmsentiment

Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks