Implementation of STVNN from the paper "Spatiotemporal Covariance Neural Networks", ECML PKDD 2024
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Updated
Jun 20, 2024 - Python
Implementation of STVNN from the paper "Spatiotemporal Covariance Neural Networks", ECML PKDD 2024
Implementation of asynchronous federated learning in flower.
Code for "LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis" paper
🌊 Online machine learning in Python
A framework for large scale recommendation algorithms.
Django (LMS) , facilitating user profile management, job listings, private messaging, course enrollment, certifications, and more. This project includes features for professional networking, user-generated posts, and group collaboration. Currently under development, with plans for advanced analytics and enhanced search capabilities, API Integration
Source code for "Online Unsupervised Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions", ECCV 2022. This is the code has been implemented to perform training and evaluation of UDA approaches in continuous scenarios. The library has been implemented in PyTorch 1.7.1. Some newer versions should work as well.
A General Toolkit for Online Learning Approaches
Self-Supervised Adaptive and Interpretable Anomaly Detection with Dynamic Operating Limits
Mastering Terraform: Terraform with GitHub Actions
Variational Joint Filtering
Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.
Wild Visual Navigation: A system for fast traversability learning via pre-trained models and online self-supervision
Forward Direct Feedback Alignment Algorithm
CADM+: Confusion-based Learning Framework With Drift Detection and Adaptation for Real-time Safety Assessment
[2024 IEEE TCYB]Source code of an online active learning strategy (DMI-LS)
Course demo code and other hand-out materials for our data-driven web apps in Flask course
[2024 TNNLS] Source code of an online active learning strategy (DSA-AI)
A Python Package for Non-stationary Online Learning (PyNOL)
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