Costa Huang's starred repositories
pocketbase
Open Source realtime backend in 1 file
remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
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
ripgrep-all
rga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc.
x-transformers
A concise but complete full-attention transformer with a set of promising experimental features from various papers
stable-diffusion
Latent Text-to-Image Diffusion
ContainerSSH
ContainerSSH: Launch containers on demand
yt-whisper
Using OpenAI's Whisper to automatically generate YouTube subtitles
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.
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).
MO-Gymnasium
Multi-objective Gymnasium environments for reinforcement learning
poetry-plugin-export
Poetry plugin to export the dependencies to various formats
homomorphic_policy_gradient
Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024