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adpredictor

A simple implementation of Microsoft's AdPredictor (http://bit.ly/SFgcq8) in Python

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

banditlib

Multi-armed bandit simulation library

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

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

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

difacto_dmlc

Distributed FM and LR based on PS with Ftrl

fasttext

Library for fast text representation and classification.

fm_dmlc

Distributed FM and LR based on Rabit with Lbfgs

full_stack_coder

Java后端面试资料；Leetcode；后端研发资料；各大厂架构开发学习资源；精华机器学习，NLP，图像识别等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理

imllib-spark

lda

Three open source versions of LDA with collapsed Gibbs Sampling, modified by nanjunxiao

learning-dl

Learning Deep Learning

libmesh

libMesh github repository

lightgbm

LightGBM is 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.

lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

models

Models built with TensorFlow

multiverso

Parameter server framework for distributed machine learning

mx-lsoftmax

mxnet version of Large-Margin Softmax Loss for Convolutional Neural Networks.

mxnet

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

mxnet-face

Using mxnet for face-related algorithm.

mxnet-ir

Image Retrieval Experiment Using Triplet Loss

mxnet_mtcnn_face_detection

MTCNN face detection

mxnetonyarn

Support running MXNet on YARN

my-dl

这里记录我总结的一些deeplearning的学习心得和体会。

nltk

NLTK Source

paddle

PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）

pword2vec

Parallelizing word2vec in shared and distributed memory

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration