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pkusumsum

First publish for PKUSUMSUM

prmlt

Matlab code for machine learning algorithms in book PRML

pyecharts

🎨 Python Echarts Plotting Library

python-spider

:rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载

pytorch-doc-zh

Pytorch 中文文档

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

qrcode

artistic QR Code in Python （Animated GIF qr code）- Python 艺术二维码生成器 （GIF动态二维码、图片二维码）

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

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

research

novel deep learning research works with PaddlePaddle

rnn-em

Recurrent Neural Networks with External Memory

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

semi-supervised-baselines

Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)

senteval

A python tool for evaluating the quality of sentence embeddings.

sentiment-analysis

seq2seq_chatbot_new

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

sequicity

Source code for the ACL 2018 paper entitled "Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures" by Wenqiang Lei et al.

simpleds

A Simple Deep Reinforcement Learning Dialogue System

sow-reap-paraphrasing

Contains data/code for the paper "Neural Syntactic Preordering for Controlled Paraphrase Generation" (ACL 2020).

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

spinningup

Spinning Up in Deep RL

starspace

Learning embeddings for classification, retrieval and ranking.

statistical-learning-method

《统计学习方法》笔记-基于Python算法实现

supervised-embedding-model

Implementation of Supervised embedding models from [Learning End-to-End Goal-Oriented Dialog] paper.

task-oriented-dialogue-dataset-survey

A dataset survey about task-oriented dialogue, including recent datasets.

td

Complementary code for the Targeted Dropout paper

the-gan-zoo

A list of all named GANs!

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need