LiuYuWei's Repositories

2022-local-election-dataset

2022縣市長選舉投票資料（中選會網站資訊）

⭐ 3 🌐 Public

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

⭐ 0 🌐 Public

agentic-ai-developer-day-2025-adk-workshop

Agentic AI Developer Day 2025 Taipei - ADK workshop

⭐ 4 🌐 Public

ai-twinkle-llm-lab-llm-dialogue-dataset

Practice: https://github.com/ai-twinkle/llm-lab/tree/main/courses/2025-08-llm-dialogue-dataset

⭐ 0 🌐 Public

antigravity-cpbl-dashboard

antigravity-cpbl-dashboard

⭐ 0 🌐 Public

awesome-cli-model-document

These documents are intended for the LLM. AI Agent CLI tools can use these documents to ingest them and execute the required tasks. I will consolidate all LLM‐related documentation into the repository.

⭐ 0 🌐 Public

azure-function-cassandra-blob

Use azure function to query the data and store into the azure blob

⭐ 0 🌐 Public

Azure-TDSP-ProjectTemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

⭐ 0 🌐 Public

bank-recommendation

bank-recommendation

⭐ 0 🌐 Public

Capsule_Network

⭐ 0 🌐 Public

ChatGPT-Seldon-core

Use Seldon Core method to deploy the ChatGPT model service

⭐ 1 🌐 Public

CNN_model_AlexNet

CNN_model_AlexNet

⭐ 0 🌐 Public

CNN_Model_GoogleNet_V1

CNN_Model_GoogleNet_V1

⭐ 0 🌐 Public

CNN_Model_LeNet

CNN_Model_LeNet

⭐ 0 🌐 Public

CNN_Model_VGG16

CNN_Model_VGG16

⭐ 0 🌐 Public

CNN_Python_Keras_Mnist

CNN_Python_Keras_Mnist (目前使用的是別人的版本進行小改寫，慢慢會改成自己的版本)

⭐ 1 🌐 Public

Confusion_Matrix

Confusion Matrix function.

⭐ 0 🌐 Public

⭐ 0 🌐 Public

cpbl-dbt-postgresql

Use dbt tools and python code to transfer the postgresql table to view table.

⭐ 3 🌐 Public

Ctalk-202409-Online-Talk

Ctalk 大中華區線上演講 202409 Online-Talk

⭐ 0 🌐 Public

Convolutional Neural Networks

⭐ 0 🌐 Public

Data-Pipelining

⭐ 0 🌐 Public

data-science-interviews

Data science interview questions and answers

⭐ 0 🌐 Public

Decision_Tree_Python_Sklearn

Use one page to learn how to use sklearn Decision Tree package

⭐ 0 🌐 Public

devfest-2025-adk-workshop

Google Devfest - ADK Workshop

⭐ 2 🌐 Public

DNN_Python_Keras

Use one page to learn how to use Keras to calculate DNN.

⭐ 0 🌐 Public

docker-ubuntu-openvino-pytest

Use docker to do the openvino unittest

⭐ 0 🌐 Public

Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager

⭐ 0 🌐 Public

document2paragraph

You can use the python script to transfer pdf, docx and other document to paragraph for transfer them to embedding vector.

⭐ 0 🌐 Public

dvc-mlflow-example

dvc-mlflow-example

⭐ 0 🌐 Public

📂 Web File Browser which can be used as a middleware or standalone app.

⭐ 0 🌐 Public

GDG-Activity-Gemma-20240530

The GDG Taipei about introducing Google Gemma Model.

⭐ 9 🌐 Public

gemini-3.0-example

This is the example for Google Gemini 3.0.

⭐ 0 🌐 Public

gemini-cli-doc-zhtw

This is Google gemini-cli document zh-TW version.

⭐ 4 🌐 Public

gemini-code-assist-chatbot-service

Use Gemini Code Assistant to generate the code that can use the backend and frontend service to chat with Gemini API.

⭐ 0 🌐 Public

gemini-webpage-chrome-extension

This project is a Google Chrome Extension that allows you to perform Q&A on the content of the HTML body. All the code is generated.

⭐ 0 🌐 Public

Gen-Code-Run-PrimeHub

Generate the code and run the code on PrimeHub MLOps Platform

⭐ 0 🌐 Public

A collection of useful .gitignore templates

⭐ 0 🌐 Public

google-adk-calendar-event

Google ADK 專案 - CRUD Google Calendar 的會議。

⭐ 1 🌐 Public

google-adk-example

google-adk-example

⭐ 0 🌐 Public

google-adk-example-tw-gov-data

Google ADK Agent 工具範例 - 使用 Google ADK 去介接台灣政府的 API 和 RSS

⭐ 1 🌐 Public

google-adk-gemini-file-search-agent

Google ADK AI Agent - Gemini API file search as tool.

⭐ 3 🌐 Public

google-adk-openapi-taiwan-ey-gov

google-adk - taiwan-ey-gov swagger information tool

⭐ 2 🌐 Public

google-adk-server-example

這是 Google ADK 官方提供的範例所建置的非官方專案，讓大家可以用 Docker 啟動服務。

⭐ 6 🌐 Public

google-cloud-summit-2024-slide

Google Cloud Summit 2024 slide - 深入淺出 Google Gemma 開源模型

⭐ 0 🌐 Public

Google-Gemma-2-Ollama

The Ollama Example for Google Gemma 2 Model

⭐ 0 🌐 Public

Google-IO-Extended-Taipei-2024

Google IO Extended Taipei 2024 - Gemma Demo Code.

⭐ 2 🌐 Public

google_adk_evaluation_example

Google ADK Evaluation Example

⭐ 0 🌐 Public

⭐ 3 🌐 Public

helmet-detection

Helmet Detection on Construction Sites

⭐ 0 🌐 Public

ithome-ironchat

這個專案是給 Ithome 鐵人賽做知識問答使用

⭐ 0 🌐 Public

Learning Java by myself

⭐ 0 🌐 Public

jekyll-theme-EasyBook

Another Jekyll Blog Theme "EasyBook"

⭐ 0 🌐 Public

kaggle-house-prices

Kaggle competition on house prices prediction

⭐ 0 🌐 Public

Kaggle competition on titanic prediction

⭐ 0 🌐 Public

kaohsiung-parking-map

kaohsiung-parking-map

⭐ 0 🌐 Public

keras-yolo3-Detector

keras-yolo3-Detector

⭐ 0 🌐 Public

keras-yolo3-training

keras-yolo3-training

⭐ 0 🌐 Public

Use python to learn how to use Keras to define the TextCNN model

⭐ 0 🌐 Public

Kmeans_Python_Sklearn

Use one page to learn how to use sklearn Kmeans package

⭐ 0 🌐 Public

KNN_Python_Sklearn

Use one page to learn how to use sklearn KNN package

⭐ 0 🌐 Public

Layer_Attention

Use python to write the Attention layer

⭐ 0 🌐 Public

LightGBM_Python_Function

Easily use lightGBM by function

⭐ 0 🌐 Public

LiuYuWei.github.io

Education Course from Simon Liu - Edumon Workshop Platform

⭐ 0 🌐 Public

Llama-2-cpp-example

An example to run Llama 2 cpp python in Colab environment.

⭐ 0 🌐 Public

llama-cpp-fastapi-service

Use Fastapi to serve the llama 2 cpp fastapi service.

⭐ 6 🌐 Public

llm-colab-application

[ 演講用 ] LLM AI 模型 Colab 應用

⭐ 26 🌐 Public

llm information website

⭐ 0 🌐 Public

這裡記錄 LLM 產出的東西

⭐ 0 🌐 Public

llm_model_evaluation

LLM Model Evaluation for tmmluplus datasets

⭐ 7 🌐 Public

LSTM_Python_Stock_TSEC_weighted_index

Use one page to predict the stock of TSEC weighted index.(僅供參考)

⭐ 0 🌐 Public

Machine_Learning_and_Deep_Learning

Machine Learning Github Link

⭐ 1 🌐 Public

make-rss-example

Make auto workflow

⭐ 0 🌐 Public

mediapipe-llm-inference-web-service

Use MediaPipe LLM Inference API to chat with LLM in UI

⭐ 0 🌐 Public

metaflow-iris-mlops-pipeline

Use metaflow to demo the iris classification MLOps pipeline.

⭐ 0 🌐 Public

Open source platform for the machine learning lifecycle

⭐ 0 🌐 Public

mnist-pytorch-model-serving

Use Pytorch and python seldon wrapper to train MNIST model and deploy model

⭐ 0 🌐 Public

MNIST_Keras_Tensorboard

MNIST_Keras_Tensorboard

⭐ 0 🌐 Public

MyNeuralNetwork

My Neural Network sample code

⭐ 0 🌐 Public

Ollama-Colab-example

Use Google Colab to run Ollama Service.

⭐ 2 🌐 Public

Open Source Computer Vision Library

⭐ 0 🌐 Public

openfaas-model-microservice

Use openfaas to do the model microservice system

⭐ 0 🌐 Public

An open-source, low-code machine learning library in Python

⭐ 0 🌐 Public

pycon-tutorial-2024

PyCon 2024 - 探索大型語言模型實戰方法：透過 Python 將 LLM 服務化、RAG 知識管理、Fine-Tune 模型在 AI 專案中

⭐ 10 🌐 Public

pycon-tw-2023-demo-code

PyCon TW 2023 - 快速生成 MLOps 基礎程式碼架構：使用 ChatGPT Demo Code

⭐ 1 🌐 Public

RandomForest_Python_Sklearn

Use one page to learn how to use sklearn RandomForest package

⭐ 0 🌐 Public

⭐ 0 🌐 Public

service-data-eda-analysis

⭐ 0 🌐 Public

service-data-evaluation-analysis

⭐ 0 🌐 Public

service-data-platform-ui

⭐ 0 🌐 Public

service-lightgbm-mlflow

service-lightgbm-mlflow

⭐ 0 🌐 Public

service-ml-model-training-evaluation

service-classification-model-training

⭐ 0 🌐 Public

Try to use open source to data etl, model training, model service, service monitoring.

⭐ 0 🌐 Public

service-ptt-crawler

Use python to craw the ptt content.

⭐ 0 🌐 Public

simon-gemini-code-assist-example

這是用來作 Google Gemini Code Assist 範例的專案，此專案也是透過 Google Gemini Code Assist 來進行創建。

⭐ 2 🌐 Public

speech-qa-section

[Google App Script 專案] 使用 Google 表單和 Google App script ，來與觀眾即時性做演講 QA 分析

⭐ 1 🌐 Public

Streamlit_Web_function_cassandra_blob

Streamlit_Web_function_cassandra_blob

⭐ 0 🌐 Public

SVM-Classification-DVC

SVM-Classification-DVC

⭐ 0 🌐 Public

SVM_Python_Sklearn

Use one page to learn how to use sklearn SVM package

⭐ 0 🌐 Public

template-gitlab-ci-yaml

The template of gitlab ci yaml file.

⭐ 0 🌐 Public