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Hao Chun Chang's Projects

dask icon dask

Parallel computing with task scheduling

eatingwhat icon eatingwhat

An React application showing suggestions for eating

embedjs icon embedjs

A NodeJS RAG framework to easily work with LLMs and embeddings

explain-ecg-diagnosis icon explain-ecg-diagnosis

Scripts and modules for training, testing, and explaining deep-learning models for ECG diagnosis.

food-json-server icon food-json-server

Using https://my-json-server.typicode.com/ to serve json data for foods

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

langchaingo icon langchaingo

LangChain for Go, the easiest way to write LLM-based programs in Go

ml2017 icon ml2017

Homework for NTU course "Machine Learning"

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

ray-educational-materials icon ray-educational-materials

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

serna-esc icon serna-esc

Accompanying script repo for analysis from a manuscript

ultrasound-nerve-segmentation icon ultrasound-nerve-segmentation

Training and testing script for ultrasound nerve segmentation kaggle competition (https://www.kaggle.com/c/ultrasound-nerve-segmentation)

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