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feature-selection

Features selection algorithm based on self selected algorithm, loss function and validation method

ffm-tensorflow

FFM implement with tensorflow by Python

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

fishface-tuna

Outputs from Kaggle tuna fisheries competition sponsored by The Nature Conservancy

fm_ftrl

Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition

free-data-science-books

Free resources for learning data science

gae_in_pytorch

Graph Auto-Encoder in PyTorch

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gat2vec

representation learning on attributed graphs

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gc-mc

gcmc

Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction

gcmc-1

gcmc-2

PyTorch and PyTorch geometric based implementation of Graph Convolutional Matrix Completion.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

geo_teaser

gnn_community

Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li

gnnpapers

Must-read papers on graph neural network (GNN)

gp_xgboost_gridsearch

In-database parallel grid-search for XGBoost on Greenplum

graph-embedding

Four network embedding algorithms(deepwalk, node2vec, TADW ,LINE) for two datasets(Cora, Tencent Weibo)

graph-reading-group

Weekly reading group on Graphs at Mila

graph2seq-0.1

This is the code for paper "Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks"

graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphsage_rl

Advancing GraphSAGE with A Data-driven Node Sampling

graphvite

A general and high-performance graph embedding system for various applications

heamy

A set of useful tools for competitive data science.

hierarchical-attention-networks

Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf

hivemall

Scalable machine learning library for Hive/Hadoop

ici

方便程序员在terminal查询生词的小工具

imba