carolinlawrence

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

pointer_softmax

CopyNet

incorporating copying mechanism in sequence-to-sequence learning

nmt

TensorFlow Neural Machine Translation Tutorial

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

fold

Deep learning with dynamic computation graphs in TensorFlow

neuralmonkey

An open-source tool for sequence learning in NLP built on TensorFlow.

multeval

Easy Bootstrap Resampling and Approximate Randomization for BLEU, METEOR, and TER using Multiple Optimizer Runs. This implements "Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability" from ACL 2011.

keras

Deep Learning for humans

seq2seq-attn

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

dl4mt-tutorial

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

is13

RNN for Spoken Language Understanding

wmt16-scripts

scripts and configuration files for Edinburgh neural MT submission to WMT 16 shared translation task

nematus

Open-Source Neural Machine Translation in Tensorflow

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

theano_exercises

Exercises for my tutorials on Theano

CppCoreGuidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

tensorflow

An Open Source Machine Learning Framework for Everyone

openstreetmap-website

The Rails application that powers OpenStreetMap

Overpass-API

A database engine to query the OpenStreetMap data.

overpass-turbo

A web based data mining tool for OpenStreetMap using the Overpass API.

cdec

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

sempre

Semantic Parser with Execution

smt-semparse

Semantic parsing as machine translation