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annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

ccw_tutorial_theano

Common Code Workflow tutorial on Theano

cnn-relationextraction

Convolution neural network for relation extraction between two given entities

coding_practice

Practice for coding interviews

coursera-machie-learning-

All programming assignment of Andrew's machine learning course

cs224d-solutions

Solutions for http://cs224d.stanford.edu/

cs231n

Convolutional Neural Networks Assignments

cs565

datascience_challenge

ddi-extraction-through-lstm

DDI Extraction from Biomedical text using LSTM network

deepnet

Implementation of some deep learning algorithms.

disease_name_recognition_through_rnn

drug-name-reco

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

hft-cnn

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

kbqa_references

mrasp2

natural_language_processing

NLP courseworks (Python)

neural-word-embedding

Softmax For Neural Word Embeddings

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

nn-from-scratch

Implementing a Neural Network from Scratch

nn-theano

Speed up your Neural Network with Theano and the GPU

opennmt-py

Open Source Neural Machine Translation in PyTorch

phenochf-corpus

Automatically exported from code.google.com/p/phenochf-corpus

practnlptools

Practical Natural Language Processing Tools for Humans. Dependency Parsing, Syntactic Constituent Parsing, Semantic Role Labeling, Named Entity Recognisation, Shallow chunking, Part of Speech Tagging, all in Python.

recursivenn

Tensorflow implementation of Recursive Neural Networks using LSTM units

relation_extraction_in_clinical_text

CNN for relation extraction among problem, treatment and test in clinical text.

rnn-in-text-through-tensorflow

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space