ashleve

Lukas's repositories

lightning-hydra-template

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

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ActiveRagdoll

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

Language:C#MIT171 11 11

rootutils

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

Language:PythonMIT103 10

EvOLuTIoN

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

Language:C#MIT50 60

graph_classification

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

Language:Jupyter NotebookMIT26 1 4

AI-creatures

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

Language:C#MIT18 20

youtube_multi_video_comment_downloader

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

Language:PythonMIT12 1 4

autoroot

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

Language:PythonMIT4 10

boids

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

Language:PythonMIT2 10

deep_reinforcement_learning

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

Language:Python2 10

pytorch-lightning

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

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sim2real_object_recognition

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

Language:C++MIT2 20

2023Z-AutoML

Automated Machine Learning course in Winter 2023/24

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bash-scripts

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geometric_deep_learning

Benchmarking Image Classification From Superpixels

Language:Jupyter NotebookMIT1 10

hydra

Hydra is a framework for elegantly configuring complex applications

Language:PythonMIT100

label-propagation

Language:Jupyter Notebook1 10

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

Language:PythonMIT100

ISA

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

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ashleve

010

ComputerScience

My random projects

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gdsc-website-template

Generic GDSC template which can be used by any club

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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).

Language:Python000