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Peking University, Beijing

Xuehai Pan

Elite
@XuehaiPan

Ph.D. from Peking University Interested in Reinforcement Learning & Multi-Agent Systems & Distributed Computing.

nvitop. An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

7.1k

Dev-Setup. Automation scripts for setting up a basic development environment.

124

LaTeX-Templates. A collection of LaTeX templates in English/Chinese, with VS Code settings for LaTeX Workshop.

69

mate. MATE: the Multi-Agent Tracking Environment.

48

Soft-Actor-Critic. PyTorch Implementation of Soft Actor-Critic Algorithm

12

XuehaiPan.

8

safe-rlhf. Safe-RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

4

torchrec. Pytorch domain library for recommendation systems

3

homebrew-core. 🍻 Default formulae for the missing package manager for macOS

2

torchopt. TorchOpt is a high-performance optimizer library built upon PyTorch for easy implementation of functional optimization and gradient-based meta-learning.

2

nvtop. NVIDIA GPUs htop like monitoring tool

2

psutil. Cross-platform lib for process and system monitoring in Python

2

brew. 🍺 The missing package manager for macOS (or Linux)

2

MARLlib. Python

1

LaTeX-Workshop. Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

1

torch-xla. Enabling PyTorch on XLA Devices (e.g. Google TPU)

1

ranger. A VIM-inspired filemanager for the console

1

go-nvml. Go Bindings for the NVIDIA Management Library (NVML)

1

alpa. Auto parallelization for large-scale neural networks

1

baichuan-7B. A large-scale 7B pretraining language model developed by Baichuan

1

flash-mla. C++

1

tensorflow. An Open Source Machine Learning Framework for Everyone

1

ray. An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

1

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

1

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

1

nvidia-ml-py. A community-maintained mirror of the `nvidia-ml-py` package on PyPI to view the changes easier. PLEASE DO NOT FILE ANY BUG REPORT HERE.

1

cpython. The Python programming language

1

auditwheel. Auditing and relabeling cross-distribution Linux wheels.

1

TheAlgorithmsPython. All Algorithms implemented in Python

1

transformers. 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

1

nvml-dev. This is a mirror for https://gitlab.com/nvidia/headers/cuda-individual/nvml_dev

1

malib. A parallel framework for population-based multi-agent reinforcement learning.

1

torchrl. A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

1

conda. OS-agnostic, system-level binary package manager and ecosystem

1

llama.cpp. LLM inference in C/C++

1

brew-install. 📥 Homebrew (un)installer

1