Description:
Scalable C++ machine learning library
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Type: Formula
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Latest Version: 2.30@0
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Tracked Since: Dec 28, 2025
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Links:
Homepage |
@mlpack |
formulae.brew.sh
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Category: Ai ml
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Tags:
machine-learning
c++
data-science
library
ai
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Install:
brew install mlpack
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About:
Mlpack is a fast, scalable C++ machine learning library with a high-level Python and R API. It provides efficient implementations of a wide range of algorithms, focusing on speed and ease of use for developers and researchers.
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Key Features:
- High-performance C++ core for speed
- Simple Python and R bindings
- Extensive algorithm library (k-means, decision trees, neural networks)
- Automatic hyperparameter tuning
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Use Cases:
- Rapid prototyping of machine learning models
- Embedded machine learning applications requiring high performance
- Large-scale data analysis and processing
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Alternatives:
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scikit-learn
– More Python-centric, while mlpack offers a high-performance C++ backend with bindings.
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TensorFlow/PyTorch
– Primarily for deep learning, whereas mlpack covers a broader range of general ML algorithms.
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| Detected |
Version |
Rev |
Change |
Commit |
| Feb 1, 2026 5:41am |
2.30 |
0 |
REVISION_ONLY |
333f316d |
| Sep 16, 2025 5:51am |
2.30 |
1 |
VERSION_BUMP |
a549f1cd |
| Dec 4, 2024 8:04pm |
2.29 |
0 |
VERSION_BUMP |
3129768c |
| Oct 2, 2024 12:15am |
2.29 |
0 |
VERSION_BUMP |
ab1e8c8f |
| Sep 19, 2024 6:10am |
2.29 |
0 |
VERSION_BUMP |
d0424895 |
| Sep 18, 2024 6:34pm |
2.29 |
0 |
VERSION_BUMP |
bcf978e6 |
| Sep 18, 2024 3:44pm |
2.29 |
0 |
VERSION_BUMP |
db90c74b |
| Nov 27, 2023 10:58pm |
2.28 |
0 |
VERSION_BUMP |
a5def07b |
| Sep 7, 2023 3:30pm |
2.28 |
0 |
VERSION_BUMP |
465f1c7e |
| Feb 20, 2023 12:15pm |
2.26 |
1 |
VERSION_BUMP |
1305494d |
| Feb 20, 2023 12:15pm |
2.26 |
1 |
VERSION_BUMP |
655ade9d |
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