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palmetto

Palmetto is a quality measuring tool for topics

passage

A little library for text analysis with RNNs.

pixel-cnn

adaptation of PixelCNN

plda

Automatically exported from code.google.com/p/plda

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

practical-3

Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs

pybrain

pyltp

pyltp: the python extension for LTP

pyshorttextcategorization

Various Algorithms for Short Text Categorization

pyspider

A Powerful Spider(Web Crawler) System in Python.

pytunkrank

Python module for TunkRank API

rake

A python implementation of the Rapid Automatic Keyword Extraction

recurrent-spatial-transformer-code

Code for Recurrent Spatial Transformer Networks

reinforcement-learning

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

replicating-deepmind

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning

retrofitting

Retrofitting Word Vectors to Semantic Lexicons

rnn-nlu

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

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rntn

Python implementation of Socher et al, EMNLP2013

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

sdmusic

Search && Download Music from multi-platform

senet-tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

sentiment-analysis

Japanese Sentiment Analysis

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

sltk

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

snips-nlu

Snips Python library to extract meaning from text

stack-rnn

This is the code used for the paper "Inferring algorithmic patterns with a stack augmented recurrent network", by Armand Joulin and Tomas Mikolov.