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18-comic-finder

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advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

boostaroota

A fast xgboost feature selection algorithm

bundlenat

The official code for BundleNAT

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

deep-learning-notes

Experiments with Deep Learning

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

entity-embedding-rossmann

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hglr

The Codebase for HGLR

kaggle-porto-seguro

2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction

kaggle-web-traffic

1st place solution

keras

R Interface to Keras

keras-rl

Deep Reinforcement Learning for Keras.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

ncf

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

network-analysis-i

The material presented here is for the 4-week summer course Network Analysis I in Summer, 2017 for the Inter-university Consortium for Political and Social Research (ICPSR) Summer Program.

plotneuralnet

Latex code for making neural networks diagrams

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

recommendersystem-basic-idea

Content Based; GraphBased; KNN;MF;BPR;ElasticNet;LM

social-network-analysis

CS579: Online Social Network Analysis at the Illinois Institute of Technology

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

x-project

secret program for machine learning