Pinned Repositories
anni.dev
✨ My portfolio website built with Next.js, TailwindCSS, and shipped with Vercel.
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Compiler
A compiler that can turn C- language into ARM assembly in a Linux enviroment using lexer parser tools namely lex and yacc.
coursera-ai-for-medicine-specialization
Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai
CreditRiskDetection
A data analysis project to classify whether an applicant is capable of paying a home loan by using 4 machine learning models (Logistic Regression, SVM, Random Forest and LGBM) and 1 deep learning model (DeepFM). We also drew some insights from the best model that can be useful for analysts in bank.
cSharpCompiler
An ongoing C Sharp Compiler project inspired from a code analysis project by Microsoft for its .NET Compiler Platform ("Roslyn")
serenRec
A session-based recommendation system to recommend baby products on Amazon using 4 models namely ITEMKNN, POP, GRU4Rec, and STAMP, STAMP performs the best in all accuracy metrics followed by GRU4Rec. We also did result analysis, including ranking accuracy, coverage, popularity.
Stock-recommandation-via-machine-learning-algorithms
A stock investment assistant tool which utilized supervised machine learning models such as Logistic Regression, Random Forest, and Support Vector Machine to predict the stock’s 60 days’ return rate. If a specific stock outperformed the average return rate, the model would recommend to hold.
University_Timetabling
An AI planning project based on the 2019 international university timetabling competition which used commercial software IBM CPLEX to generate feasible course timetables with minimum penalty.
Visual-Analysis-Distill-Website-
This is a repo for the visual analysis code and dashboard design in R for time-series, financial, geological, and activity logs datasets.
WideSu's Repositories
WideSu/University_Timetabling
An AI planning project based on the 2019 international university timetabling competition which used commercial software IBM CPLEX to generate feasible course timetables with minimum penalty.
WideSu/Stock-recommandation-via-machine-learning-algorithms
A stock investment assistant tool which utilized supervised machine learning models such as Logistic Regression, Random Forest, and Support Vector Machine to predict the stock’s 60 days’ return rate. If a specific stock outperformed the average return rate, the model would recommend to hold.
WideSu/CreditRiskDetection
A data analysis project to classify whether an applicant is capable of paying a home loan by using 4 machine learning models (Logistic Regression, SVM, Random Forest and LGBM) and 1 deep learning model (DeepFM). We also drew some insights from the best model that can be useful for analysts in bank.
WideSu/serenRec
A session-based recommendation system to recommend baby products on Amazon using 4 models namely ITEMKNN, POP, GRU4Rec, and STAMP, STAMP performs the best in all accuracy metrics followed by GRU4Rec. We also did result analysis, including ranking accuracy, coverage, popularity.
WideSu/anni.dev
✨ My portfolio website built with Next.js, TailwindCSS, and shipped with Vercel.
WideSu/annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
WideSu/CancerDaignosisApp
Utilised transfer learning to fine-tune a CNN model trained on BACH dataset on TUPAC dataset to build breast cancer subtype classifier and did a simple windows Qt UI for it, users can click to upload a breast HP image, and the app will tell you its subtype.
WideSu/cSharpCompiler
An ongoing C Sharp Compiler project inspired from a code analysis project by Microsoft for its .NET Compiler Platform ("Roslyn")
WideSu/OnnxStream
Stable Diffusion XL 1.0 Base on a Raspberry Pi Zero 2 (or in 298MB of RAM)
WideSu/Vanilla-NER
A multi-lingual named entity classifier to perform named entity recognition (NER) on two datasets, International: CoNLL 2003, Chinese: Weibo. We used the current state-of-the-art model to test on CoNLL++ dataset, achieved a F1-score of 94.3% with pooled-embeddings.
WideSu/ashutosh1919
WideSu/autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
WideSu/Credit-card-approval-prediction-classification
Credit risk analysis for credit card applicants
WideSu/custom-genai-search-engine
This tool creates a custom search engine using VertexAI, Langchain and Streamlit. It allows users to input the URL of a website's sitemap XML file, which will serve as the knowledge base. The app then crawls the entire website, refreshes vector embeddings, and uses the information as a knowledge base to answer user queries.
WideSu/Fullstack_Angular_SpringBoot_E_Commerce
A E-Commerce Single-Page Website built using Angular, Spring Boot
WideSu/gin
Gin is a HTTP web framework written in Go (Golang). It features a Martini-like API with much better performance -- up to 40 times faster. If you need smashing performance, get yourself some Gin.
WideSu/JavaEEWeb
It's a Java web where experiment data can be uploaded and models can be trained
WideSu/lectureNoteAssistant
A Windows desktop application that can generate subtitles, translations, and summaries for videos in 8 languages using API and SDK from Tencent, Alibaba, and Baidu. You can use it for generating bilingual transcripts for videos and summarising the key points from the transcript using LexRank.
WideSu/masterPortfolio
🔥 My Portfolio which lets you showcase your work and provides each and every detail about you as Software Developer.
WideSu/nheko
Desktop client for Matrix using Qt and C++20.
WideSu/osrm-backend
Open Source Routing Machine - C++ backend
WideSu/Resale-HDB-Price-Prediction
Predict Resale HDB Price after COVID between 2022-2026
WideSu/starquant
a light-weighted, integrated trading/backtesting system/platform which enables backtesting in C++ and python
WideSu/StockSharp
Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).
WideSu/supermarket_detection
A project combine object dectection and face recognition.
WideSu/TradeTracker
Stocks, Futures and Options positions and market portfolio tracker (includes Interactive Brokers IBKR TWS API integration)
WideSu/VAProject
he project aims to characterize demographics of the town, describe the patterns of social activities in the community, and identify the predominant business base of the town based on data for VAST Challenge 2022.
WideSu/WideSu
My GitHub profile
WideSu/WideSu.github.io
Huang Anni's personal website ✨✨✨
WideSu/wondertrader
WonderTrader——量化研发交易一站式框架