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qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

reco-papers

Classic papers and resources on recommendation

recommend-lib

fair comparison for recommender system benchmarks

recommendation-systems-paperlist

Papers about recommendation systems that I am interested in

recommenders

Best Practices on Recommendation Systems

recotour

A tour through recommendation algorithms in python [IN PROGRESS]

rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning

sentiment-analysis

Chinese Shopping Reviews sentiment analysis

sentiment-analysis-nltk-ml-lstm

Sentiment Analysis on the First Republic Party debate in 2016 based on Python,NLTK and ML.

shadowsocks-deepin

😎 a powful shadowsocks client for deepin

shap

A game theoretic approach to explain the output of any machine learning model.

spark-scala-tutorial

A free tutorial for Apache Spark.

spark2mysql

Get data from hive and load them to mysql

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-tutorial

Tensorflow tutorial from basic to hard

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

text-classification

Implementation of papers for text classification task on DBpedia

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于tensorflow

text-to-image

Text to image synthesis using thought vectors

textinfoexp

自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。

tf-lstm-char-cnn

tensorflow rewrite of Yoon Kim's lstm-char-cnn

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tutorials

CatBoost tutorials repository

wide-and-deep-pytorch

PyTorch implementation of Tensorflow's Wide and Deep Algorithm

xdeepfm

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow