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personal_income_tax

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

practice-of-machine-learning

code of scattered practices when studying "machine-learning".

pseudo-labelling---a-semi-supervised-learning-technique

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

pytorch-doc-zh

PyTorch 中文文档

pyword2vec

my python accomplish after reading the outling of word2vec made by google

qa_lstm

recurrentjs

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

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

Reinforcement learning tutorials

retrocodes

Codes of our team for the OpenAI Retro Contest of reinforcement learning

rnn-for-joint-nlu

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

rnn_text_classify

Text classification using LSTM

sbttest

scala-and-spark-for-big-data-analytics

Scala and Spark for Big Data Analytics, published by Packt

sentence2vec

This is a implementation of the paper A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDING.

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seq2seq-1

keras example of seq2seq, auto title

seq2seq-2

Sequence to Sequence Learning with Keras

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

seqgan_tensorflow

SeqGAN tensorflow implementation

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

slotgated-slu

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

sohu_competition

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)