online-ml / beaver
𦫠MLOps for (online) machine learning
β84Updated 9 months ago
Alternatives and similar repositories for beaver:
Users that are interested in beaver are comparing it to the libraries listed below
- π Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durationsβ47Updated last year
- β124Updated last week
- Frouros: an open-source Python library for drift detection in machine learning systems.β205Updated last week
- π¦ Deployment tool for online machine learning modelsβ97Updated 2 years ago
- WIPβ33Updated 5 months ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.β52Updated 3 weeks ago
- Fast implementations of common forecasting routinesβ32Updated this week
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning systemβ77Updated 2 years ago
- A library of Reversible Data Transformsβ122Updated this week
- An abstraction layer for parameter tuningβ36Updated 4 months ago
- β Eurybia monitors model drift over time and securizes model deployment with data validationβ205Updated 2 months ago
- Django plugin for online machine learning with river (under-development)β13Updated last year
- An automated machine learning tool aimed to facilitate AutoML research.β96Updated 4 months ago
- Synthetic Data Generation for mixed-type, multivariate time series.β106Updated last week
- π Explain why metrics change by unpacking themβ34Updated last week
- real-time data + ML pipelineβ54Updated this week
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept driftβ29Updated 3 years ago
- Extra functionalities for riverβ14Updated 8 months ago
- Plugins, extensions, case studies, articles, and video tutorials for Kedroβ68Updated last month
- ByteHub: making feature stores simpleβ59Updated 3 years ago
- Time based splits for cross validationβ34Updated 2 weeks ago
- ππ Lets Python do AB testing analysisβ75Updated 9 months ago
- Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.β68Updated last year
- The stream-learn is an open-source Python library for difficult data stream analysis.β63Updated 3 weeks ago
- β50Updated this week
- IbisML is a library for building scalable ML pipelines using Ibis.β96Updated 3 weeks ago
- A Python library for machine-learning and feedback loops on streaming dataβ60Updated last year
- Python Meta-Feature Extractor package.β126Updated 6 months ago
- A kedro plugin that streamlines the integration between Kedro projects and third-party applications, making it easier for you to developβ¦β38Updated 2 months ago
- β114Updated 11 months ago