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machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

melonjs

a fresh & lightweight javascript game engine

mem2seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

memnn

Memory Networks implementations

mxnet

Efficient and Flexible Distributed Deep Learning Framework, for python, R, Julia and more

namas

Neural Attention Model for Abstractive Summarization

neleval

Entity disambiguation evaluation and error analysis tool

neural-dialogue-generation

neuralresponseranking

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nlp-tensorflow

nlpcaffe

nmf-and-ntf

The sample code to study non-negative matrix and tensor factorization.

nmt.matlab

Code to train state-of-the-art Neural Machine Translation systems.

nn-from-scratch

Implementing a Neural Network from Scratch

online_twitter_lda

Detection of microblogs novel events using an online variant of topic model

overfeat

paper-reading

深度学习经典、新论文逐段精读

paper2018

practical_rl

A course in reinforcement learning in the wild

prme

Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation

pybrain

pycollaborativefiltering

User-based and Item-based Collaborative Filtering algorithms written in Python

rake-tutorial

A python implementation of the Rapid Automatic Keyword Extraction

recommender

A C library for product recommendations/suggestions using collaborative filtering (CF)

relation_extraction

AAAI2015 Learning Entity and Relation Embeddings for Knowledge Graph Completion

resnet-1k-layers

Deep Residual Networks with 1K Layers

review_net

Review Network for Caption Generation

rnn-theano

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano