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Jay's Projects

aicup-analysis-and-classification-of-thesis icon aicup-analysis-and-classification-of-thesis

This task requires labeling each sentence in the arXiv abstract into 1 or more of the 6 categories (multi-classification). The best model achieved 0.709 in F1 score using GloVe embedding and several fine-tuning methods.

aicup-deidentification-of-medical-data icon aicup-deidentification-of-medical-data

Chinese NER problem that needs to capture 18 types of entities in medical conversation text. The process is divided into 4 parts that are encapsulated in high-level abstract classes. We control the workflow in a single Jupyter notebook.

airbnb-clone icon airbnb-clone

This is an Airbnb clone project written in TypeScript, NextJS, TailwindCSS.

baseball-decision-tree icon baseball-decision-tree

This is an exercise project for decision trees. We first design various features ourselves and use these features to generate data. Next, we build and compare the difference between decision trees and other classifiers in classifying our generated data.

console.jay icon console.jay

🎮 my digital garden and second brain—where I embrace imperfections while documenting my learning journey.

design-pattern icon design-pattern

It is a note of "design pattern " written in Dart that can also be compiled into a Flutter app. We have some principles such as SOLID, DRY before the design pattern. Then, we have 23 patterns divided into 3 categories: Creational, Structural, and Behavioral design patterns.

flutterpedia icon flutterpedia

Flutterpedia aims to collect, record, implement and instruct all sorts of Flutter implementation techniques. It includes animations, utilities, design patterns, etc. Please use it as a toolbox to facilitate your Flutter development.

jaywang-homepage icon jaywang-homepage

This homepage is designed based on craftzdog's tutorial and has additional data models and i18n features.

joint-semantic-phonetic-embedding icon joint-semantic-phonetic-embedding

We use phonetics as a feature to create a joint semantic-phonetic embedding and improve the neural machine translation between Chinese and Japanese. 🥳

leetcode-python icon leetcode-python

This repo attempts to solve Leetcode problem using Python 3. You can follow the list to solve the core problems on LeetCode and refer to my solving techniques and source code.

nextjs-meetups icon nextjs-meetups

An example of a meetups website built with NEXT.js. Its purpose is to demonstrate SSG/SSR, file-based routing, and backend API routes.

pythonuniverse icon pythonuniverse

The goal of PythonUniverse is to collect and organize Python skills in one place. We've collected some Python techniques, Python modules, and some libraries for data science. Each Topic includes code snippet and further explanation.

react-redux-demo icon react-redux-demo

A simple [synchronous/asynchronous] example of using redux in react, which contains reactjs/toolkit and react-redux.

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