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anomaly_detection

This is the official implementation of "Anomaly Detection with Deep Perceptual Autoencoders".

car-configurator

First exercise in the course media information technology.

chopin-composer

Generate music with a recurrent neural network trained with Chopin midi files

cloudsimplus-gateway

py4j gateway for Cloud Sim Plus framework

dcd

Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.

deep-sad-pytorch

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

demo2program

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

dqn-atari-project

Implementation of the Q-Learning Algorithm for Atari Games

dqn_cloudsimplus

Autonomous management of Cloudsim Plus environment with use of DQN

dreamcoder

dt-app

Android application for semester project

ec

ec-rl

Code for the AIIDE23 paper: Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

expvae

Visually Explainable VAE

generative-image-inpainting

gflownet

Generative Flow Networks

gym_cloudsimplus

Environment for OpenAI Gym which can simulate an app deployed to a cloud environment.

gymnax

RL Environments in JAX 🌍

incubator-openwhisk

Apache OpenWhisk is a serverless event-based programming service and an Apache Incubator project.

interpretablestrategydiscovery

jit

Second problem set of the course advanced java programming. Exercise is to create a simple git clone.

lb-foraging

Level-based Foraging (LBF): A multi-agent environment for RL

lpp-marl

Imitation Learning of Logical Program Policies for Multi-Agent Reinforcement Learning

ludii

The Ludii general game system, developed as part of the ERC-funded Digital Ludeme Project.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mocker

First problem set of the course ajp. The exercise is to create a small mockito clone.

natural-language-image-search

Search photos on Unsplash using natural language

paired

PAIRED in PyTorch 🔥

patchcore_anomaly_detection

Unofficial implementation of PatchCore anomaly detection