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Jiths Joy's Projects

pyera icon pyera

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.

pygameplayer icon pygameplayer

Module to help with running learning agents against PyGame games

pyrebase icon pyrebase

A simple python wrapper for the Firebase API.

qa icon qa

TensorFlow Models for the Stanford Question Answering Dataset

question-answering icon question-answering

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

r-net icon r-net

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

raccoon_dataset icon raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

rc-data icon rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

reading_comprehension-cs224n icon reading_comprehension-cs224n

Simple baseline of reading comprehension task on SQuAD dataset. Most of the it are reimplementation of the ICLR2017 paper "Machine Comprehension Using Match-LSTM and Answer Pointer"

readings icon readings

Readings for DL, Deep RL and its applications domains

reinforcement-learning icon reinforcement-learning

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

rnn-handwriting-generation icon rnn-handwriting-generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

rnn-lm icon rnn-lm

Standard Recurrent Language Model

rnnlib icon rnnlib

RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

robosumo icon robosumo

RoboSumo competitive multi-agent environments.

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