Ryan Wheeler's repositories
adam_qas
ADAM - A Question Answering System. Inspired from IBM Watson
boltzmann-machines
Boltzmann Machines in TensorFlow with examples
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
DeepChatModels
Conversation models in TensorFlow. (website removed)
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
DeepPavlov
An open source library for building end-to-end dialog systems and training chatbots.
DialogStateTracking
Dialog State Tracking using End-to-End Neural Networks
dl-models-for-qa
Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).
Dragonfire
an open-source virtual assistant for Ubuntu based Linux distributions
EffectiveTensorflow
TensorFlow tutorials and best practices.
grakn
The Database for AI
hierarchical-attention-networks
Document classification with Hierarchical Attention Networks in TensorFlow
Hybrid-Code-Networks
Hybrid Code Networks in PyTorch
languagecrunch
LanguageCrunch NLP server docker image
minigo
An open-source implementation of the AlphaGoZero algorithm
mordecai
Full text geoparsing as a Python library
multiLSTM
keras bi-LSTM-CRF for multiple domain output (NER and intent detection)
nqg
neural question generation for reading comprehension
qa
TensorFlow Models for the Stanford Question Answering Dataset
R-net
A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks
rasa_nlu
turn natural language into structured data
Reinforcement-Learning-Notebooks
A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.
self-attention-tf
Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
tf-estimator-tutorials
This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way
tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
vec4ir
An information retrieval framework designed for researchers.