Shareef Ifthekhar's repositories

DCGAN

Deep Convolutional Generative Adversarial Networks (DCGAN)

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Adversarial_Video_Generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

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AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

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AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

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Asynchronous_Breakout_v0

This is a tensorflow implementation of asynchronous one step deep Q learning algorithm

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awesome-rl

Reinforcement learning resources curated

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awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

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Convolutional-LSTM-in-Tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

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DataSciencePython

common data analysis and machine learning tasks using python

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DeepLearningBook

MIT Deep Learning Book in PDF format

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Delving-deep-into-GANs

A curated, quasi-exhaustive list of state-of-the-art publications and resources about Generative Adversarial Networks (GANs) and their applications.

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DiscoGAN_TF

Tensorflow Implementation of DiscoGAN

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estool

Evolution Strategies Tool

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gan-playground

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

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go

The Open Source Data Science Masters

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Math-of-Machine-Learning-Course-by-Siraj

Implements common machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

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models

Models built with TensorFlow

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really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

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reinforcement-learning

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

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rl-intro

Reinforcement Learning Introduction

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s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

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schema-games

General Game Playing with Schema Networks

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tensorflow-convlstm-cell

A ConvLSTM cell for TensorFlow's RNN API.

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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the-gan-zoo

A list of all named GANs!

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unreal

Reinforcement learning with unsupervised auxiliary tasks

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unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

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