🌊 Online machine learning in Python

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

A framework for large scale recommendation algorithms.

Composable GAN framework with api and user interface

Vue前台 + Django3.1 + DjangoRestful Framework + Ant Design Pro V4后台 开发的在线教育网站及后台管理

A flexible, adaptive classification system for dynamic text classification

Course demo code and other hand-out materials for our data-driven web apps in Flask course

A clean and simple data loading library for Continual Learning

Wild Visual Navigation: A system for fast traversability learning via pre-trained models and online self-supervision

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Online anomaly detection for data streams/ Real-time anomaly detection for time series data.

The Tornado 🌪️ framework, designed and implemented for adaptive online learning and data stream mining in Python.

This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling》

PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms

This is an implementation for Streaming Wavelet Module, which sequentially apply wavelet transform to a sequence of signal efficiently.

Implementation of Accurate Online Support Vector Regression in Python.

[ICLR 2025] NextBestPath: Efficient 3D Mapping of Unseen Environments

ML algorithm for real-time classification

Fast and incremental explanations for online machine learning models. Works best with the river framework.