Minecraft server setup scripts (current version 1.17.1 with Fabric) and other related stuff and backups.

Try to use HFAiLab's FFRecord with DeepSeek's 3FS

Can be used as sort of a proxy that can pass a webhook to multiple webhook hosts

Notes and code about The Hugging Face Agents Course

Utilities and tools for Taiwan stock (TWSE)

Analyzer for TWSE tick data

Setup FRP server on Heroku and Client on Local (Ubuntu currently). Support FRP server on Ubuntu as well and other alternatives.

Portfolio management (e.g. factor investing) and portfolio optimization (組合優化) for quantitative investment strategy

Try Nautilus Trader examples especially for signal-driven strategy

An efficient quick-start tool to build a Raspberry Pi (or Debian-based) Cluster with popular ecosystem like Hadoop, Spark

Showcase of running Python trained PyTorch model in C++

Asset-centric workflow for Binance public data

Playground build around Langfuse

Basic Chainlit application with password authentication and user history

Simple chat App template using Streamlit Chat component with OpenAI Key. Which is useful as a starter template to build a chat app.

Learning Web3 from scratch

Creating tools for LLM so it can call API by itself and finish complex tasks

Distributed Machine Learning (multiple machine, multiple GPUs)

Converter for Python Typed Argument Parser (Tap) to create Streamlit UI and Pydantic Model to create equivalent experience cross CLI, GUI (Web), and API

Show case of submit ML Training tasks from CLI and through API with resource (GPU) management. Using MLFlow, FastAPI, Streamlit, Tap, ...

An RSS subscriber and information summarizer.

Use LLM do text classification task

The course notes about Stanford CS224n Natural Language Processing with Deep Learning Winter 2019 (using PyTorch)

Learning to self-host LLM on local or cloud