ashleve

lightning-hydra-template. PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

ActiveRagdoll. From-scratch implementation of physically simulated character animation with proportional-integral-derivative controllers (PID)

rootutils. A simple python package to solve all your problems with pythonpath, work dir, file paths, module imports and environment variables.

EvOLuTIoN. A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

graph_classification. Benchmarking GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels

AI-creatures. Evolving movement of 3d virtual creatures using Unity and machine learning

youtube_multi_video_comment_downloader. A simple python 3 script to download comments from many videos using youtube v3 API

autoroot. An experimental package for python project root setup with just one import!

sim2real_object_recognition. Experimenting with synthetic data generation for object detection using photogrammetry and Unit Perception Tools.

pytorch-lightning. The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

deep_reinforcement_learning. Clean, single file, minimalistic and easy to read implementations of Deep Reinforcement Learning algorithms

boids. Simulating swarm behaviour of animals like birds and fish, with Python and openGL

pytorch_geometric. Geometric Deep Learning Extension Library for PyTorch

geometric_deep_learning. Benchmarking Image Classification From Superpixels

label-propagation. Jupyter Notebook

2023Z-AutoML. Automated Machine Learning course in Winter 2023/24

bash-scripts. Shell

hydra. Hydra is a framework for elegantly configuring complex applications