Costa Huang (vwxyzjn)

vwxyzjn

Geek Repo

Company:@huggingface

Location:Philadelphia, PA

Home Page:https://costa.sh

Twitter:@vwxyzjn

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Costa Huang's starred repositories

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

Language:PythonLicense:MITStargazers:68498Issues:575Issues:0

mastodon

Your self-hosted, globally interconnected microblogging community

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pocketbase

Open Source realtime backend in 1 file

remote-jobs

A list of semi to fully remote-friendly companies (jobs) in tech.

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dragonfly

A modern replacement for Redis and Memcached

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v86

x86 PC emulator and x86-to-wasm JIT, running in the browser

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signoz

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

Language:TypeScriptLicense:NOASSERTIONStargazers:18666Issues:114Issues:2672

vhs

Your CLI home video recorder 📼

ripgrep-all

rga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc.

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sqlfluff

A modular SQL linter and auto-formatter with support for multiple dialects and templated code.

Language:PythonLicense:MITStargazers:7745Issues:36Issues:2959

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

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isort

A Python utility / library to sort imports.

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x-transformers

A concise but complete full-attention transformer with a set of promising experimental features from various papers

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trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

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stable-diffusion

Latent Text-to-Image Diffusion

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ContainerSSH

ContainerSSH: Launch containers on demand

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refurb

A tool for refurbishing and modernizing Python codebases

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RL4LMs

A modular RL library to fine-tune language models to human preferences

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yt-whisper

Using OpenAI's Whisper to automatically generate YouTube subtitles

Language:PythonLicense:MITStargazers:1352Issues:18Issues:29

CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

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pylustrator

Visualisations of data are at the core of every publication of scientific research results. They have to be as clear as possible to facilitate the communication of research. As data can have different formats and shapes, the visualisations often have to be adapted to reflect the data as well as possible. We developed Pylustrator, an interface to directly edit python generated matplotlib graphs to finalize them for publication. Therefore, subplots can be resized and dragged around by the mouse, text and annotations can be added. The changes can be saved to the initial plot file as python code.

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examples

Fast and flexible reference benchmarks

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sbx

SBX: Stable Baselines Jax (SB3 + Jax)

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rl-exploration-baselines

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

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MO-Gymnasium

Multi-objective Gymnasium environments for reinforcement learning

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poetry-plugin-export

Poetry plugin to export the dependencies to various formats

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avalon

A 3D video game environment and benchmark designed from scratch for reinforcement learning research

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:180Issues:11Issues:24

e3b

Official repo for the E3B algorithm described in the paper "Exploration via Elliptical Episodic Bonuses".

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homomorphic_policy_gradient

Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024

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