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2023z-automl

Automated Machine Learning course in Winter 2023/24

activeragdoll

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

ai-creatures

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

ashleve

autoroot

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

bash-scripts

boids

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

computerscience

My random projects

deep_reinforcement_learning

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

evolution

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

gdsc-website-template

Generic GDSC template which can be used by any club

geometric_deep_learning

Benchmarking Image Classification From Superpixels

gpt3_hackaton

Enhancing Digital Gardens with GPT-3 (generating and exploring knowledge graphs from sets of documents). 1st place out of 16 teams (NextGrid Deep Learning Labs #2 Hackathon).

graph_classification

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

hydra

Hydra is a framework for elegantly configuring complex applications

isa

Investigating ways of simulating autonomous vehicles in Unity and fun experiments with Reinforcement Learning. Preparing environments for "Intelligent Systems" university classes.

justsnakethings

The powerful c++ snake

label-propagation

learn-to-c-and-cplusplus

A collection of different C/C++ programs I made

lectures

lightning-hydra-template

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

my_notebooks

nlp-2023w

The repositiory for open source solutions designed and deleoped during NLP course conducted by Anna Wróblewska @ Warsaw University of Technology

pio_git_rhymers

powp_jobs2d

project-proposals

pytorch-lightning

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

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

rootutils

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

sim2real_object_recognition

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