rubix/ml
A high-level machine learning and deep learning library for the PHP language.
2.5.7
1.6M downloads/mo
#3024 most downloaded on Packagist
RubixML/ML
What this package is like to depend on
Last release today
23 Aug 2026
Release timing varies
gaps range from 2 weeks to 12 months
Rarely documented
notes for 9 of 56 stable releases
Nothing withdrawn
no release was ever pulled
8 years old
84 releases · first in 2018
5 releases in the last 12 months
see the full history below
Release timeline
84 releases · Apr 2018 to Aug 2026Releases
latest 60 of 84-
2.5.723 Aug 2026Release notes
Open source →- Optimize Decision Tree pruning
- Optimize K-means training
- Fix Classification Tree Gini impurity calculation
- Fix SELU negative branch derivative computation
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2.5.622 Aug 2026Release notes
Open source →- Fix Batch Norm normalize over batch size not features
- Fix Swish beta and input gradients
- Fix Swish gradient at zero input
- Fix GaussianNB variance smoothing when global max is zero
- Fix Prior strategy off-by-one bias
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2.5.516 Aug 2026Release notes
Open source →- Add numerical stability to logsumexp function
- Fix Mean Shift delta hyper-parameter
- Fix MAPE calculation in Error Analysis report
- Fix SiLU derivative at zero
- Remove spurious +1 in Relative Entropy gradient
- SoftPlus derivative expressed in terms of input
- Softmax added numerical stability
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2.5.416 Aug 2026Release notes
Open source →- Fix AdaBoost early stopping algorithm
- Fix zero quantile calculation
- Fix Jaccard zero distance on same vectors
- Fix Image Rotator zero jitter
- Fix CSV extractor crashing on blank body lines
- Fix K-means size calculation on partial train
- Fix true-nagatives undercounting in MCC, Informedness, and Multiclass Breakdown
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2.5.301 Oct 2025 -
2.5.209 Nov 2024 -
2.5.131 Aug 2024 -
2.5.023 May 2024Nothing published for this version
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2.4.026 May 2023Release notes
Open source →- Add GELU activation function
- Add
numParams()method to Network - Neural Network Learners now report number of trainable parameters
- Regex Filter added pattern to match unicode emojis
- Custom escape character for CSV Extractor
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2.3.213 May 2023 -
2.3.107 Mar 2023Nothing published for this version
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2.3.031 Dec 2022Nothing published for this version
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2.2.206 Dec 2022Nothing published for this version
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2.2.115 Oct 2022Nothing published for this version
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2.2.001 Oct 2022Nothing published for this version
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2.1.112 Sep 2022Nothing published for this version
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2.1.030 Jul 2022Nothing published for this version
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2.0.203 Jun 2022Nothing published for this version
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2.0.103 Apr 2022Nothing published for this version
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2.0.030 Mar 2022Nothing published for this version
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1.3.506 Dec 2022Nothing published for this version
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1.3.403 Jun 2022Nothing published for this version
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1.3.220 Feb 2022Nothing published for this version
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1.3.108 Dec 2021Nothing published for this version
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1.3.004 Dec 2021Nothing published for this version
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1.2.310 Nov 2021Nothing published for this version
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1.2.230 Oct 2021Nothing published for this version
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1.2.111 Oct 2021Nothing published for this version
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1.2.001 Aug 2021Nothing published for this version
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1.1.314 Jul 2021Nothing published for this version
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1.1.206 Jul 2021Nothing published for this version
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1.1.105 Jul 2021Nothing published for this version
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1.1.005 Jul 2021Nothing published for this version
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1.0.319 Jun 2021Nothing published for this version
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1.0.226 May 2021Nothing published for this version
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1.0.125 May 2021Nothing published for this version
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1.0.008 May 2021Nothing published for this version
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1.0.0-rc103 May 2021 pre-releaseNothing published for this version
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1.0.0-beta218 Apr 2021 pre-releaseNothing published for this version
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1.0.0-beta112 Apr 2021 pre-releaseNothing published for this version
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0.4.306 Oct 2022Nothing published for this version
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0.4.212 Feb 2022Nothing published for this version
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0.4.128 Mar 2021Nothing published for this version
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0.4.007 Mar 2021Nothing published for this version
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0.3.220 Feb 2021Nothing published for this version
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0.3.111 Jan 2021Nothing published for this version
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0.3.001 Jan 2021Nothing published for this version
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0.2.430 Nov 2020Nothing published for this version
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0.2.325 Oct 2020Nothing published for this version
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0.2.203 Oct 2020Nothing published for this version
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0.2.127 Sep 2020Nothing published for this version
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0.2.013 Sep 2020Nothing published for this version
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0.1.610 Sep 2020Nothing published for this version
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0.1.507 Sep 2020Nothing published for this version
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0.1.429 Aug 2020Nothing published for this version
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0.1.325 Aug 2020Nothing published for this version
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0.1.215 Aug 2020Nothing published for this version
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0.1.108 Aug 2020Nothing published for this version
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0.1.006 Aug 2020Nothing published for this version
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0.1.0-rc508 Jul 2020 pre-releaseNothing published for this version