shimafoolad Goto Github PK

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

babi-t2t

The bAbI question-answering dataset ported into T2T.

bert

TensorFlow code and pre-trained models for BERT

chainsofreasoning

char-rnn

RNN example (step by step): Minimal character-level language model with a Vanilla Recurrent Neural Network

conve

Convolutional 2D Knowledge Graph Embeddings resources

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deeprl-informationextraction

Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

dynamic-coattention-network-plus

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

marketshareprediction

Market share prediction using Linear Regression and Random Forest Regression

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

nliwod

Collection of tools, utilities, datasets and approaches towards realising natural language interfaces for the Web of Data.

nspm

🤖 Neural SPARQL Machines translate natural language into SPARQL queries.

qa-system

Machine comprehension using Bidirectional attention flow implemented on Keras with tensorflow backend

qa-with-tensorflow

rntn

Python implementation of Socher et al, EMNLP2013,(Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank)

skiprnn-2017-telecombcn

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks

stanfordopenie-python-demo

Demo notebook to show how to work with stanford corenlp openie(Open Information Extraction) annotator from python code

textkbqa

trfl

TensorFlow Reinforcement Learning

yake

Single-document unsupervised keyword extraction