hhwu's repositories

euler

A distributed graph deep learning framework.

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Machine-Learning-Study-Path-March-2019

A complete ML study path, focused on TensorFlow and Scikit-Learn

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nlp_course

YSDA course in Natural Language Processing

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deeplearning

深度学习相关的模型训练、评估和预测相关代码

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DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt

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x-deeplearning

An industrial deep learning framework for high-dimension sparse data

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wide_deep

Wide and Deep Learning for CTR Prediction in tensorflow

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alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

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deep_learning

Basic Deep Learning

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tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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Multiverso

Parameter server framework for distributed machine learning

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LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine Learning, Deep Learning and Philosophy of Parameter Server.

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RSPapers

Must-read papers on Recommender System.

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models

Models and examples built with TensorFlow

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transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

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stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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husky

A more expressive and most importantly, more efficient system for distributed data analytics.

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proNet-core

A general-purpose network embedding framework: pair-wise representations optimization Network

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faiss

A library for efficient similarity search and clustering of dense vectors.

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Difacto_DMLC

Distributed FM and LR based on Parameter Server with Ftrl

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OpenNMT-py

Open-Source Neural Machine Translation in PyTorch http://opennmt.net/

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DeepLearningTutorial

Deep learning tutorial in Chinese/深度学习教程中文版

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bi-att-flow

Bidirectional Attention Flow

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practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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