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TorchEEG is a library built on PyTorch for EEG signal analysis.
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Python library for Reinforcement Learning.
A eBPF based lock tracer for the PostgreSQL database
Schedule-Free Optimization in PyTorch
Differentiable convex optimization layers
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
High throughput synchronous and asynchronous reinforcement learning
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Second Order Optimization and Curvature Estimation with K-FAC in JAX.
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
A simple closed-loop BCI simulator for testing real-time neural decoding algorithms
Robust recipes to align language models with human and AI preferences
📊 A minimalist, self-hosted WakaTime-compatible backend for coding statistics
Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)