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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

quality_estimation

Machine Translation Quality Estimation

ranksys

Java 8 Recommender Systems framework for novelty, diversity and much more

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rnn-active-user-forecast

1st place solution for the Kuaishou Active-user Forecast competition

rspapers

Must-read papers on Recommender System.

rulefit

Python implementation of the rulefit algorithm

senticomment

Gets the sentiment of YouTube comments

sentiment-analysis-of-hindi-text-file

The code imports a dataset from a folder on desktop. A model is created using Convolution neural network. The model is trained and tested using the data from the text file. The model can then be used to predict if a sentence is positive sentiment sentence or a negative one.

seq2seq

Sequence to Sequence Learning with Keras

sklearn-pandas

Pandas integration with sklearn

slda

Supervised Latent Dirichlet Allocation for Classification

snorkel

A system for quickly generating training data with weak supervision

snownlp

Python library for processing Chinese text

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

spark

Mirror of Apache Spark

spark-sklearn

Scikit-learn integration package for Apache Spark

sparklearning

Learning Apache spark,including code and data .Most part can run local.

stocknet-dataset

A comprehensive dataset for stock movement prediction from tweets and historical stock prices.

study_blob

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tesseract

Tesseract Open Source OCR Engine (main repository)

text2sql-data

A collection of datasets that pair questions with SQL queries.

text_classification

all kinds of text classificaiton models and more with deep learning

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

theoretical-proof-of-neural-network-model-and-implementation-based-on-numpy

This resource implements a deep neural network through Numpy, and is equipped with easy-to-understand theoretical derivation, mainly for the in-depth understanding of neural networks. 神经网络模型的理论证明与基于Numpy的实现。