online-ml / beaverLinks
🦫 MLOps for (online) machine learning
☆91Updated last year
Alternatives and similar repositories for beaver
Users that are interested in beaver are comparing it to the libraries listed below
Sorting:
- ☆164Updated this week
- Frouros: an open-source Python library for drift detection in machine learning systems.☆249Updated this week
- WIP☆36Updated last year
- A library of Reversible Data Transforms☆131Updated this week
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆55Updated last year
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 3 months ago
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆45Updated 2 years ago
- Synthetic Data Generation for mixed-type, multivariate time series.☆120Updated this week
- 🍦 Deployment tool for online machine learning models☆98Updated 3 years ago
- PaloBoost is an overfitting-robust Gradient Boosting algorithm.☆15Updated 6 years ago
- A library for Time Series EDA (exploratory data analysis)☆72Updated last year
- 📊 Explain why metrics change by unpacking them☆40Updated 3 weeks ago
- An automated machine learning tool aimed to facilitate AutoML research.☆102Updated last year
- The stream-learn is an open-source Python library for difficult data stream analysis.☆66Updated 5 months ago
- ByteHub: making feature stores simple☆61Updated 4 years ago
- implementation of Cyclic Boosting machine learning algorithms☆94Updated last year
- skchange provides sktime-compatible change detection and changepoint-based anomaly detection algorithms☆41Updated this week
- SPEAR: Programmatically label and build training data quickly.☆109Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆76Updated 3 years ago
- Quick and Easy Time Series Outlier Detection☆111Updated 3 months ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- 📈🔍 Lets Python do AB testing analysis.☆78Updated 9 months ago
- real-time data + ML pipeline☆53Updated last week
- Woodwork is a Python library that provides robust methods for managing and communicating data typing information.☆155Updated 4 months ago
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆62Updated last year
- Probabilistic Gradient Boosting Machines☆157Updated 2 years ago
- An abstraction layer for parameter tuning☆35Updated last month
- zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range fr…☆251Updated last month
- Metrics to evaluate quality and efficacy of synthetic datasets.☆256Updated this week
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆30Updated 4 years ago