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aihub

AIHub

alex

Alex Dialogue Systems Framework

blocks

A Theano framework for building and training neural networks

boilerpipe

Work in progress transmit from Google Code

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

commai-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

crawl_news

deep-coref

doc_align

Bilingual document alignment

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

fasttext

Library for fast text representation and classification.

golang_learner

Some experiment about basic Go language

groundhog

Library for implementing RNNs with Theano

hello_world

heroku-buildpack-python

Python buildpack

hocmai

hocmai

iclr2016

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

ir

Information Retrieval System, A simple library

jptdp

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

magenta

Magenta: Music and Art Generation with Machine Intelligence

ml

A machine learning study contains reusable models, support functions and their example applications

models

Models built with TensorFlow

nbsvm

Naive Bayes SVM for Sentiment Analysis

neural-networks-and-deep-learning

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

neuralconvo

Neural conversational model in Torch

neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

opennmt

Open-Source Neural Machine Translation in Torch