Markus28

slot_attention_normalization

Source code for the article (Krimmel, M., Achterhold J, Stueckler, J.): "Attention Normalization Impacts Cardinality Generalization in Slot Attention", in TMLR, 2024

ML-Library

Java Implementation of Machine-Learning Algorithms

multiresolution_algorithms_code

Code from the bachelor's thesis "Multiresolution Algorithms for Hybrid Imaging"

RayTracer

A CPU Raytracer for Python written in C++

Scientific-Computing

Scientific Computing in Python

Steganography

Steganography: Encrypt and hide any data in an image, video or audiofile

Markus28/ML-Library

Java Implementation of Machine-Learning Algorithms

Markus28/Scientific-Computing

Scientific Computing in Python

Markus28/Steganography

Steganography: Encrypt and hide any data in an image, video or audiofile

Markus28/tianshou

An elegant PyTorch deep reinforcement learning library.

Markus28/Algorithms-Design-and-Analysis

C++, Python and Java Implementation of Algorithms presented in Stanford's "Algorithms: Design and Analysis" course

Markus28/multiresolution_algorithms_code

Code from the bachelor's thesis "Multiresolution Algorithms for Hybrid Imaging"

Markus28/RayTracer

A CPU Raytracer for Python written in C++

Markus28/Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

Markus28/Cbc

COIN-OR Branch-and-Cut solver

Markus28/envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Markus28/fast-soft-sort

Fast Differentiable Sorting and Ranking

Markus28/feasibility-pump-code

Markus28/flash-attention

Fast and memory-efficient exact attention

Markus28/Griddly

A grid-world game engine for game AI research

Markus28/gym

A toolkit for developing and comparing reinforcement learning algorithms.

Markus28/gym-docs

Code for Gym documentation website

Markus28/gym-examples

Example code for the Gym documentation

Markus28/Gymnasium

A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

Markus28/msc_thesis_drawings

Markus28/mteb

MTEB: Massive Text Embedding Benchmark

Markus28/mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

Markus28/pulp

A python Linear Programming API

Markus28/python-mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Markus28/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Markus28/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Markus28/pytorch-topological

A topological machine learning framework based on PyTorch

Markus28/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Markus28/scikit-learn

scikit-learn: machine learning in Python

Markus28/sentence-transformers

Multilingual Sentence & Image Embeddings with BERT