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mklab-focused-crawler

Collects multimedia content shared through social networks.

movierecommendation

本项目使用两种算法来实现一个电影推荐系统，一个是CNN，另一个是矩阵分解的协同过滤。

multimedia-indexing

A framework for large-scale feature extraction, indexing and retrieval.

multimedia-retrieval

Contains the implementation of a multimedia retrieval framework developed for the MULTISENSOR project.

mutual-information-words

Finds pair wise mutual information between all pairs of words occurring over a large set of documents. Was designed to run on UIUC Cloud computing cluster using Hadoop framework.

neo4j-spark-chicago

neon

Nervana's python based Deep Learning Framework

ner-crf

CRF to detect named entities (primarily names of people)

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nlp

some simple nlp projects

nlp-participle-and-speech-tagging

实现了FMM，BMM，HMM分词算法，以及基于HMM的词性标注

nlp_paper

nlpbot

Simple ChatBot introducing NLP and Machine Learning for Classification of Sentences

nlu_sim

all kinds of baseline models for sentence similarity

nn-autoencoder-classification

Train Stacked Autoencoders for Image Classification

nn_ner

Theano implementation of SENNA NER network

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

nolearn

scikit-learn compatible wrappers for neural net libraries, and other utilities.

ntm

An implementation of Neural Turing Machines

nyt-salience

Automatically exported from code.google.com/p/nyt-salience

ocan

onlinebtm

Code for Online Biterm Topic Model (published in TKDE2014)

opendeep

Modular & extensible deep learning framework built on Theano.

openie

Quality information extraction at web scale.

paragraph2vec

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

partial-crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

passage

A little library for text analysis with RNNs.

phrase2vec

Implementation of phrase2vec from modified word2vec code.

proppr

Graph-algorithm inferences over local groundings of first-order logic programs