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apollo-11

Original Apollo 11 Guidance Computer (AGC) source code.

assignment-1

Template for Assignment 1

automaticessaygrading

Automatic Essay Grading algorithms using machine learning.

awesome-pytorch-list

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

cdec

Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms

cdec.github.com

cdec's website

deeplearningbook

MIT Deep Learning Book in PDF format

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deepy

A highly extensible deep learning framework

docent

Document-Level Local Search Decoder for Phrase-Based Statistical Machine Translation

examples

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

ibm1_forpptx

example for IBM 1 EM

indic-wx-converter

Python library for converting UTF to WX and vice-versa for Indian languages.

joshua

Joshua Statistical Machine Translation Toolkit

kuromoji

Kuromoji is a self-contained and very easy to use Japanese morphological analyzer designed for search

meteor

Meteor Automatic Translation Evaluation System

models

Models built with TensorFlow

mosesdecoder

Moses, the machine translation system

nematus

Open-Source Neural Machine Translation in Theano

neuralmt

A Neural Machine Translation framework for training large-scale networks on multiple nodes with multiple GPUs.

nla-project

Work related to NLA work

nlp_tasks

Natural Language Processing Tasks and References

practical-pytorch

PyTorch tutorials using neural networks (especially RNNs) for natural language tasks

pydub

Manipulate audio with a simple and easy high level interface

pytorch-examples

Simple examples to introduce PyTorch

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch-wordemb

Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch

recurrentshop

Framework for building complex recurrent neural networks with Keras

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

seq2seq_examples