Alternatives and similar repositories for deep-river

Users that are interested in deep-river are comparing it to the libraries listed below

• online-ml / beaver
  🦫 MLOps for (online) machine learning
  ☆86Updated last year
• mmschlk / iXAI
  Fast and incremental explanations for online machine learning models. Works best with the river framework.
  ☆55Updated 8 months ago
• fzi-forschungszentrum-informatik / TSInterpret
  An Open-Source Library for the interpretability of time series classifiers
  ☆138Updated 9 months ago
• predict-idlab / tsflex
  Flexible time series feature extraction & processing
  ☆427Updated 11 months ago
• feedzai / timeshap
  TimeSHAP explains Recurrent Neural Network predictions.
  ☆183Updated last year
• online-ml / awesome-online-machine-learning
  Online machine learning resources
  ☆573Updated 11 months ago
• Nixtla / transfer-learning-time-series
  Transfer 🤗 Learning for Time Series Forecasting
  ☆251Updated 8 months ago
• deel-ai / puncc
  👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
  ☆342Updated 2 months ago
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆224Updated last week
• georgian-io / pyoats
  Quick and Easy Time Series Outlier Detection
  ☆111Updated last year
• PriorLabs / tabpfn-time-series
  Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)
  ☆255Updated 3 weeks ago
• online-ml / light-river
  WIP
  ☆34Updated last year
• tblume1992 / ThymeBoost
  Forecasting with Gradient Boosted Time Series Decomposition
  ☆196Updated 2 years ago
• TimeEval / GutenTAG
  GutenTAG is an extensible tool to generate time series datasets with and without anomalies; integrated with TimeEval.
  ☆87Updated last week
• predict-idlab / powershap
  A power-full Shapley feature selection method.
  ☆210Updated last year
• angus924 / minirocket
  MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
  ☆314Updated 3 years ago
• Nixtla / tsfeatures
  Calculates various features from time series data. Python implementation of the R package tsfeatures.
  ☆421Updated last year
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆114Updated 3 months ago
• sdv-dev / DeepEcho
  Synthetic Data Generation for mixed-type, multivariate time series.
  ☆116Updated this week
• s-marton / GRANDE
  (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles
  ☆93Updated 2 months ago
• Nike-Inc / timeseries-generator
  A library to generate synthetic time series data by easy-to-use factors and generator
  ☆153Updated last year
• StatMixedML / LightGBMLSS
  An extension of LightGBM to probabilistic modelling
  ☆327Updated 2 weeks ago
• henrikbostrom / crepes
  Python package for conformal prediction
  ☆515Updated 2 months ago
• ealcobaca / pymfe
  Python Meta-Feature Extractor package.
  ☆133Updated last week
• ChangWeiTan / MultiRocket
  Multiple pooling operators and transformations for fast and effective time series classification
  ☆111Updated 2 years ago
• cerlymarco / tspiral
  A python package for time series forecasting with scikit-learn estimators.
  ☆162Updated last year
• waico / SKAB
  SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
  ☆366Updated last year
• selimfirat / pysad
  Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
  ☆272Updated 2 months ago
• DataCanvasIO / HyperTS
  A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
  ☆283Updated 4 months ago
• kulbachcedric / EvOAutoML
  ☆17Updated 2 years ago