Explore live open-source projects and AI models.

An rigorous, well documented machine learning analysis pipeline for binary classification datasets assembled as a Jupyter Notebook. Includes exploratory analysis, data processing, feature processing, ML modeling (9 algorithms, including the original ExSTraCS algorithm) with hyperparameter sweeps,... Read more

This project utilizes machine learning to predict extreme weather events and analyze traffic congestion in Southeast Asia. The repository includes data analysis, model training, and visualization scripts to forecast weather conditions for the next 30 days and enhance transportation efficiency.

A complete end-to-end project analyzing a synthetic sleep and lifestyle dataset. The project includes data cleaning, exploratory data analysis (visualizations), feature engineering, and machine learning modeling to predict sleep disorders. Built using Python, Pandas, Seaborn, Matplotlib, and Scik... Read more

一款基于Qt的数据分类软件，实现数据可视化和基于不同机器学习算法的分类和比较。源自一个基酒分类的项目，用于qt、machinie learning的学习使用。\A simple application for data visualization and classification based on some basic machine learning methods and Qt.

This course introduces methods for harnessing data to answer questions of cultural, social, economic, and policy interest. We will start with essential notions of probability and statistics. We will proceed to cover techniques in modern data analysis: regression and econometrics, design of experi... Read more

Data Analysis of Employees of different departments of any general firm using Machine Learning and predict the performance rating of different employees based on their information Data Loading, Analysis, pre-processing such as data wrangling, visualization, Model building, Model validation and Mo... Read more