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deep_ctr

deep_learning_by_andrew_ng_coursera

deep learning specialization by andrew ng though deeplearning.ai on coursera

difacto

Distributed Factorization Machines

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dmlc-core

dmlc-core-1

A common bricks library for building scalable and portable distributed machine learning.

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

ecosystem

Integration of TensorFlow with other open-source frameworks

eges

elm_parallel_ms

elm_smp

exprimentscript

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

fmftrl

ftrl_proximal_lr

Multithreaded Asynchronous FTRL Proximal Implementation

gbdt

get_log

glove

GloVe model for distributed word representation

gnnpapers

Must-read papers on graph neural networks (GNN)

graph2seq

Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

hecate

Automagically generate thumbnails, animated GIFs, and summaries from videos

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

kaggle-2014-criteo

kg-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

knvprotoengine

KNV(Key-N-Value) is a very fast protocol engine for manipulating protocol data without knowing the detail of its contents. KNV serves for 3 main purposes: 1, As a fast protocol engine, supporting 1M+ processes per second; 2, As a schema-free protocol inspecter/modifier for general-purpose network server; 3, As a protocol and data storage engine for general data storage server.

language-detection

This is a language detection library implemented in plain Java. (aliases: language identification, language guessing)

matrix_mult

maui