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Incremental Learning Python Packages

Python packages with the GitHub topic incremental-learning. Sorted by relevance, with stars and monthly downloads.
online-ml
river

🌊 Online machine learning in Python

219K 6K 624
open-edge-platform
otx

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINOâ„¢

5K 1K 468
creme-ml
creme

🌊 Online machine learning in Python

4K 6K 624
Continvvm
continuum

A clean and simple data loading library for Continual Learning

2K 447 43
selimfirat
pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

2K 286 27
OliverHennhoefer
onad

Online Anomaly Detection Algorithms

1K 4 0
online-ml
deep-river

Online Deep Learning for river

1K 171 23
athammad
onlinecml

Online Causal Machine Learning in Python — one observation at a time

777 2 0
IBM
sail

Python package for streaming data and incremental learning

498 27 11
kulbachcedric
river-torch

Online Deep Learning for river

493 170 23
minimalparts
nonce2vec

Incremental learning of word embeddings with context informativeness.

381 94 15
garethjns
incremental-trees

Adds partial fit method to sklearn's forest estimators to allow incremental training without being limited to a linear model. Works with Dask-ml's Incremental.

328 37 1
kulbachcedric
evoautoml

Online Automated Machine Learning for river

320 17 1
OliverHennhoefer
aberrant

Online Anomaly Detection Algorithms

164 4 0
sylwekczmil
sevq

Simple Evolving Vector Quantization

156 5 1
arthurdouillard
clloader

A clean and simple data loading library for Continual Learning

128 447 43
ThomasWong2022
thorml

AutoML tools for Tabular Datasets

118 16 4
arthurdouillard
clloader-arthurdouillard

A clean and simple data loading library for Continual Learning

88 447 43
arthurdouillard
continnum

A clean and simple data loading library for Continual Learning

86 447 43
dccuchile
rivertext

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

79 23 1
Marko50
increc

Software library for stream-based recommender systems

41 5 1
ThomasWong2022
thor-public

AutoML tools for solving Time-Varying High-Dimensional Ordinal Regression Problems

1 16 4
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