Pinned Repositories
arlbench
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
CARL
Benchmarking RL generalization in an interpretable way.
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
hypersweeper
Hydra sweeper integration of our favorite optimization packages, utilizing ask-and-tell interfaces.
LUH-Tools
Chrome extension with tools for the LUH
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Stoix
🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
becktepe's Repositories
becktepe/batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
becktepe/envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
becktepe/hypersweeper
Hydra sweeper integration of our favorite optimization packages, utilizing ask-and-tell interfaces.
becktepe/LUH-Tools
Chrome extension with tools for the LUH
becktepe/nnUNet
becktepe/PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
becktepe/SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
becktepe/Stoix
🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL
becktepe/flashbax
⚡ Flashbax: Accelerated Replay Buffers in JAX
becktepe/neps
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.