online-ml / beaver
🦫 MLOps for (online) machine learning
☆80Updated 5 months ago
Related projects: ⓘ
- WIP☆32Updated last month
- ☆108Updated 3 weeks ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆184Updated last month
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆44Updated last year
- A library of Reversible Data Transforms☆117Updated this week
- An automated machine learning tool aimed to facilitate AutoML research.☆92Updated 2 weeks ago
- 🍦 Deployment tool for online machine learning models☆97Updated 2 years ago
- Fast implementations of common forecasting routines☆30Updated this week
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆49Updated 11 months ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆75Updated last year
- The stream-learn is an open-source Python library for difficult data stream analysis.☆62Updated 4 months ago
- Synthetic Data Generation for mixed-type, multivariate time series.☆101Updated last week
- Train Gradient Boosting models that are both high-performance *and* Fair!☆102Updated 2 months ago
- Probabilistic Gradient Boosting Machines☆138Updated 7 months ago
- SPEAR: Programmatically label and build training data quickly.☆103Updated 2 months ago
- ☆39Updated this week
- Editing machine learning models to reflect human knowledge and values☆120Updated 11 months ago
- TimeSHAP explains Recurrent Neural Network predictions.☆157Updated 8 months ago
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆29Updated 3 years ago
- Random Forests for Change Point Detection☆46Updated 2 weeks ago
- Online machine learning methods☆21Updated 2 years ago
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆57Updated 2 weeks ago
- Quick and Easy Time Series Outlier Detection☆105Updated 2 months ago
- Python Meta-Feature Extractor package.☆125Updated 2 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆203Updated this week
- Methods for online conformal prediction.☆99Updated last year
- Extra functionalities for river☆14Updated 4 months ago
- zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range fr…☆239Updated 2 months ago
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆103Updated 2 years ago
- ☆47Updated 6 years ago