kohjiaxuan Goto Github PK
Name: Koh Jia Xuan
Type: User
Bio: Data Scientist. Enjoys doing data science projects in my free time (update: no longer true because doing masters XD)
Location: Singapore
Name: Koh Jia Xuan
Type: User
Bio: Data Scientist. Enjoys doing data science projects in my free time (update: no longer true because doing masters XD)
Location: Singapore
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Data Science Competition that challenged teams to come up with creative ways to increase the revenue of an e-commerce company. Won 1st place! Write-up in repository
A structured data science pipeline for classification problems that does scaling, sampling, k-fold cross validation with evaluation metrics
basics of lstm and autoencoder
Practice Juypter Notebooks for my machine learning journey with Python. Please refer to other repositories for completed projects!
A NLP algorithm I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.
Data Project of Predicting HDB Resale Flat Prices with data cleaning, feature engineering and machine learning. Models used: Random Forest, XGBoost, Neural Networks, Decision Tree, Support Vector Regressors, Linear Regression
Creating a stock market dashboard from an external API that tracks daily performance of stocks
By visualizing the gradient descent algorithm applied on a set of points that fits a quadratic equation, we understand better how the algorithm works in machine learning
A complete Python text analytics package that allows users to search for a Wikipedia article, scrape it, conduct basic text analytics and integrate it to a data pipeline without writing excessive code.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.