ashdtu

openai_drone_gym

A Gym style environment for Microsoft AirSim drone with functionality for running parallel experiments

GP-SARSA

PyBrain Style Implementation of Gaussian Process SARSA Reinforcement Learning Agent. Originally discussed here

LSTM_ensemble

Uncertainty in LSTM using MC-dropout and ensembling

Menu_Hotkey_RL

A reinforcement learning package to model Menu learning behavior in users.

quick-recipe

Extracting procedural instructions from cooking videos

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

VITON

Code and dataset for paper "VITON: An Image-based Virtual Try-on Network"

Dataset_utility_scripts

Utility code to read from rosbag files, visualise lidar camera calibration, read odometry etc.

ashdtu.github.io

Attention-DQN

Deep Recurrent Attention Reinforcement Learning in Atari

awesome-fashion-ai

A repository to curate and summarise research papers related to fashion and e-commerce

constrained-MDP

Data-Structure-Algorithms

Data Structures/Algorithms

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

flower

Flower: A Friendly Federated Learning Framework

IFT-6390

Class resources and homeworks for the course: Fundamentals of Machine Learning taught at MILA

ift-6758

Homework/ Assignments for the Data Science course IFT-6758 at UdeM/MILA

major_try_on

MASS

mctorch

A manifold optimization library for deep learning

myia

Myia prototyping

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

person-blocker

Automatically "block" people in images (like Black Mirror) using a pretrained neural network.

Reinforcement_Learning_and_FEA

Combining reinforcement learning and finite element analysis

risk-aware-rl

RL-CBF

rlkit

Collection of reinforcement learning algorithms

safe-explorer

space-bandits

spot_price_machine_learning

Machine Learning for Spot Prices