nishithbsk Goto Github PK

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

beatlesrnn

Generate Beatles music using NLP + DL techniques

boneage

A django application to demo a bone age prediction model

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chessnut

Python chess model

conflictprediction

Predicting Political Instability and Social Conflicts Using Multimodal Data

deep_rl_ale

An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow

deepframeworks

Implementation of Simple Neural Nets in Popular Deep Learning Frameworks

deeplearningvideogames

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

epigens

Predicting Tissue Specific Enhancer Activity from Epigenetic Marks and Sequence

exoplanetdetection

Estimating the Size and Density of Exoplanet HAT-P-14b Using Transit Photometry

gym

A toolkit for developing and comparing reinforcement learning algorithms.

i-podrl

imaginedspeech

Stacked Convolutional Neural Networks as a Language Model of Imagined Speech in EEG Data

imaginedspeechdl

Imagined Speech Take Two

imaginedsyllables

Classifying Syllables in Imagined Speech Using EEG Data

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-rl

Deep Reinforcement Learning for Keras.

metal

Snorkel MeTaL: A framework for training models with multi-task weak supervision

multitaskrl

Can a DL + RL system learn to play multiple strategy games simultaneously?

nishithbsk.github.io

Personal Wesbite

openi-chest-xrays

Train a ResNet-50 CNN on the Open-I chest xray dataset

papers

Summaries of papers on deep learning.

prettytensor

Pretty Tensor: Fluent Networks in TensorFlow

pygame-learning-environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

seamlessloop

Automated Video Looping Using Selective Dynamism

sentencegeneration

Natural Language Generation from Relation Tuples

tensorflow-deepq

A deep Q learning demonstration using Google Tensorflow