nishithbsk

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

ConflictPrediction

Predicting Political Instability and Social Conflicts Using Multimodal Data

ExoplanetDetection

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

ImaginedSpeech

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

ImaginedSyllables

Classifying Syllables in Imagined Speech Using EEG Data

keras-rl

Deep Reinforcement Learning for Keras.

openi-chest-xrays

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

SeamlessLoop

Automated Video Looping Using Selective Dynamism

tensorflow_tutorials

Code for TF tutorials (CS20SI and CS224N)

nishithbsk/tensorflow_tutorials

Code for TF tutorials (CS20SI and CS224N)

nishithbsk/ConflictPrediction

Predicting Political Instability and Social Conflicts Using Multimodal Data

nishithbsk/ImaginedSyllables

Classifying Syllables in Imagined Speech Using EEG Data

nishithbsk/ImaginedSpeech

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

nishithbsk/openi-chest-xrays

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

nishithbsk/SeamlessLoop

Automated Video Looping Using Selective Dynamism

nishithbsk/ExoplanetDetection

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

nishithbsk/keras-rl

Deep Reinforcement Learning for Keras.

nishithbsk/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.

nishithbsk/BeatlesRNN

Generate Beatles music using NLP + DL techniques

nishithbsk/boneage

A django application to demo a bone age prediction model

nishithbsk/char-rnn-tensorflow

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

nishithbsk/Chessnut

Python chess model

nishithbsk/deep_rl_ale

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

nishithbsk/DeepFrameworks

Implementation of Simple Neural Nets in Popular Deep Learning Frameworks

nishithbsk/DeepLearningVideoGames

nishithbsk/DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

nishithbsk/EEGLearn

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

nishithbsk/gym

A toolkit for developing and comparing reinforcement learning algorithms.

nishithbsk/I-PODRL

nishithbsk/ImaginedSpeechDL

Imagined Speech Take Two

nishithbsk/keras

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

nishithbsk/metal

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

nishithbsk/MultiTaskRL

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

nishithbsk/nishithbsk.github.io

Personal Wesbite

nishithbsk/papers

Summaries of papers on deep learning.

nishithbsk/prettytensor

Pretty Tensor: Fluent Networks in TensorFlow

nishithbsk/PyGame-Learning-Environment

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

nishithbsk/SentenceGeneration

Natural Language Generation from Relation Tuples

nishithbsk/tensorflow-deepq

A deep Q learning demonstration using Google Tensorflow