You will find (about) synthetic and real-world data streams in this repository.
☆49Apr 24, 2021Updated 5 years ago
Alternatives and similar repositories for data-streams
Users that are interested in data-streams are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- My Java codes for the MOA framework. It includes the implementations of FHDDM, FHDDMS, and MDDMs.☆24Apr 24, 2021Updated 5 years ago
- The Tornado framework, designed and implemented for adaptive online learning and data stream mining in Python.☆130Oct 31, 2023Updated 2 years ago
- Algorithms for detecting changes from a data stream.☆119Oct 21, 2018Updated 7 years ago
- deepSimDEF offers single- and multi-channel deep learning models for functional analysis of genes using Gene Ontology annotations of gene…☆13May 13, 2022Updated 3 years ago
- Implementation of the D-Stream clustering algorithm for use in MOA. An earlier version is included as part of the MOA 17.06 release.☆14Jan 29, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Jul 25, 2023Updated 2 years ago
- Project of IoT data stream mining course: Implementation of Concept Drift Algorithm (Adwin, DDM, Stream Volatility)☆11Feb 14, 2017Updated 9 years ago
- concept drift datasets edited to work with scikit-multiflow directly☆42Jul 24, 2019Updated 6 years ago
- SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream☆17Dec 25, 2017Updated 8 years ago
- Datasets for concept drift detection☆28Apr 26, 2017Updated 9 years ago
- A collection of data sets for stream learning.☆39May 8, 2020Updated 5 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆108Mar 24, 2024Updated 2 years ago
- UCI++: A huge collection of preprocessed datasets for supervised classification problems in ARFF format☆59Jul 3, 2016Updated 9 years ago
- A collection of resources for concept drift data and software☆36Mar 11, 2015Updated 11 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.☆68Dec 27, 2023Updated 2 years ago
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆30Aug 30, 2021Updated 4 years ago
- A machine learning package for streaming data in Python. The other ancestor of River.☆794Nov 2, 2023Updated 2 years ago
- Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the p…☆34Jan 11, 2023Updated 3 years ago
- my dotfiles☆10Mar 25, 2026Updated last month
- MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regr…☆655Dec 19, 2025Updated 4 months ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆86Apr 14, 2026Updated 2 weeks ago
- Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles. Published at Uncertainty in AI (UAI) 2020.☆11Aug 31, 2020Updated 5 years ago
- Multi-objective evolutionary algorithms for feature selection☆10Sep 12, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- KDE service menu for changing the color of specific folders☆19Jan 30, 2022Updated 4 years ago
- Custom implementation of the DenStream algorithm in Python. The purpose is to detect anomalies applying the algorithm on Telemetry data c…☆57Dec 26, 2022Updated 3 years ago
- The Westermo network traffic dataset☆26Apr 18, 2023Updated 3 years ago
- This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).☆55Jun 21, 2021Updated 4 years ago
- ☆14Jul 26, 2020Updated 5 years ago
- Implementation of Active Anomaly Discovery (AAD) in Python☆15Dec 19, 2017Updated 8 years ago
- Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation☆13Jul 26, 2021Updated 4 years ago
- ☆19Jan 29, 2026Updated 3 months ago
- Parallel Quantum Annealing☆10Jan 7, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A simple algorithm to identify and correct for label shift.☆21Feb 4, 2018Updated 8 years ago
- ☆11Oct 7, 2023Updated 2 years ago
- FakeNilc is a set of tools written in python3 to train Machine Learning models for fake news detection. Models trained using this mini-fr…☆18Jan 21, 2022Updated 4 years ago
- Fast, lightweight toy container system☆11Oct 18, 2020Updated 5 years ago
- Implementation of "Neural Jump-Diffusion Temporal Point Processes" (ICML 2024 Spotlight)☆17Jul 18, 2025Updated 9 months ago
- Multi-label feature selection using Ant colony optimization☆16Jun 28, 2021Updated 4 years ago
- Create reliability diagrams to quantify ML calibration.☆10Feb 1, 2022Updated 4 years ago