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mahopanda's Projects

code-duck icon code-duck

This is an OpenAI-powered Python code analysis tool for reviewing code and making suggestions. It traverses a specified directory, conducting detailed analyses of functions and classes, and evaluates their adherence to SOLID principles and Pythonic style.

deployment-tool icon deployment-tool

這是一個用於通過問答方式生成 Kubernetes 的 YAML 配置的工具。

learn-ai-in-30-days icon learn-ai-in-30-days

2022年iThome鐵人賽「AI & Data」組佳作【新手也能懂得AI-深入淺出的AI課程】完整程式碼,該文章會從安裝Python開始到理解AI的程式與理論

linebot-receipt-gemini icon linebot-receipt-gemini

A handy tool for travelers who struggle with understanding the content of receipts in foreign languages. This tool was created out of the need to keep track of expenses during travel without the barrier of language. It allows users to scan receipts, extract information, and translate it for easy accounting and future reference.

ml-deployment-k8s-fastapi icon ml-deployment-k8s-fastapi

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

model-ner-transformers icon model-ner-transformers

The repository containing the NER model training and evaluation scripts (focus on transformer models).

taskflowdag icon taskflowdag

TaskFlowDAG 提供了一個框架,讓開發者能夠以直觀的方式定義、組織和執行各種數據處理和計算任務的依賴關係。此框架的目標是簡化程式碼的管理,使問題的追踪和定位變得更加容易,並提供一個視覺化的工具來呈現整個流程,幫助開發者和新團隊成員更快速地瞭解和上手。

tgtr icon tgtr

The code for our paper " Textual Tag Recommendation with Multi-tag Topical Attention”

timesformer icon timesformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

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