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ammi2021_bootcamp_project

This repo consists of the final project for the AMMI 2021 students

ammi_cv_week2_2021

ammi_intro_to_sklearn

blog

cassva_challange

This repo contain a python code that was written in the Kaggle Cassava dataset challange, which was the project of my computer vision course in the African Master of Machine Intelligence program

controllable_agent

convnet_tutorials

Convolutional Network Tutorials (AMMI 2021)

convolutional-vae-with-interactive-interface

crafter

Benchmarking the Spectrum of Agent Capabilities

d4rl

A collection of reference environments for offline reinforcement learning

deep-leakage-from-gradients

deep-rl

Some reimplementations of deep RL algorithm and papers I liked

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

diffusion-with-source

Matlab script for solving 2D diffusion equation with source as a part of Assigment in CFD course at UofK

faisalahmed0.github.io

faisalahmed0.webpage

gym-airsim

hypoptrl

love

Code for the paper "Learning Options via Compression" at NeurIPS 2022

machine_learning_from_scratch

This repo contains implementation of some machine learning algorithms from scratch using numpy.

mi-lower-bounds

This Repo. contain a Pytorch implementation of three MI lower bounds based on the paper https://arxiv.org/pdf/1905.06922.pdf and the notebook https://github.com/google-research/google-research/blob/master/vbmi/vbmi_demo.ipynb

miniworld

Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

object-tracker

This repo contains a simple object tracker. This tracker will detect objects on all frames of a video and then will link the predictions from one frame to the next.

optimal-control-and-planning

random-experiments

reinforce

sac

Soft Actor-Critic

scientific-coding

Codes relate to various scientific topics in math.biolgiy, and physics

simple-reinforcement-learning-with-tensorflow

Re-write of code from Simple Reinforcement Learning with Tensorflow tutorial

slusd

Official Implementation of the paper "An Empirical Investigation of Mutual Information Skill Learning"