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Tejas Shahpuri's Projects

0xdeca10b icon 0xdeca10b

Sharing Updatable Models (SUM) on Blockchain

asynchronous-methods-for-deep-reinforcement-learning icon asynchronous-methods-for-deep-reinforcement-learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

awesome-quantum-machine-learning icon awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

basic-yolo-keras icon basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

cdiscountkeras icon cdiscountkeras

Tweaked version of Human Analog's kernel for use with Keras 2.0.8

chatbot-rnn icon chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

ctci icon ctci

Cracking the Coding Interview, 5th Edition

deep-q-learning icon deep-q-learning

PyTorch Implementation of Deep Q-Learning with Experience Replay in Atari Game Environments, as made public by Google DeepMind

example-scripts icon example-scripts

The official example scripts for the Numerai Data Science Tournament

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