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Shareef Ifthekhar's Projects

a3c_cnn_lstm icon a3c_cnn_lstm

This is a tensorflow implementation of Asynchronous advantage actor-critic algorithm for CNN-LSTM as function approximator

adversarial_video_generation icon adversarial_video_generation

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

airsim icon airsim

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

async_rl icon async_rl

Tensorflow implementation of asyncronous 1-step Q learning in "Asynchronous Methods for Deep Reinforcement Learning" with improvement on weight update process (use minibatch) to speed up training.

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-cpp icon awesome-cpp

A curated list of awesome C++ frameworks, libraries and software.

awesome-diffusion-models icon awesome-diffusion-models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-rnn icon awesome-rnn

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

blog_api-rs icon blog_api-rs

Blog api implementation with rust with in-memory database

carla icon carla

Open-source simulator for autonomous driving research.

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

cnn-acceleration icon cnn-acceleration

Implementing CNN code in CUDA and OpenCL to evaluate its performance on NVIDIA, AMD GPUs, and an FPGA platform.

composer icon composer

Generates video game music using neural networks.

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