Pinned Repositories
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.
console.jay
🎮 my digital garden and second brain—where I embrace imperfections while documenting my learning journey.
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.
Flutter_Challenge
This project is a practice for flutter widgets
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.
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-swift
LeetCode in Swift
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.
Robotic-Navigation
This repo implemented the core technology of the self-driving car, including the basic concepts such as path tracking, path planning, SLAM, etc., and deep learning techniques such as computer vision and reinforcement learning. Finally, we practiced with NVIDIA JetBot in both the simulator and the real world.
youtube-search-clone
A youtube search clone built with TypeScript, TailwindCSS, React-Router-Dom, React-Infinite-Scroller
windsuzu's Repositories
windsuzu/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.
windsuzu/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. 🥳
windsuzu/Flutter_Challenge
This project is a practice for flutter widgets
windsuzu/Academic
My gitbook repo.
windsuzu/Essay-Writing
Techniques in English Academic Writing.
windsuzu/Tensorflow2-Beginner
Notes from deeplearning.ai's Tensorflow 2 course. It includes the basic implementation of Tensorflow 2, implementing CNN, RNN, and some techniques in Deep Learning with Tensorflow 2.
windsuzu/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.
windsuzu/awesome-github-profile-readme-templates
This repository contains best profile readme's for your reference.
windsuzu/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.
windsuzu/master_thesis
windsuzu/Titanic-Machine-Learning-and-Deep-Learning
We use the Titanic dataset to implement machine learning and deep learning. Preprocessing data, visualizing, building models, and ensembling are practiced in the ML section; PyTorch basics, PyTorchLightning framework, and RayTune hyperparameter-tuning are in the DL section.