`sklears-python`

Python bindings for sklears machine learning library using PyO3

Ecosystem
crates.io

Latest Release
0.1.0-rc.1
1 day ago

Versions
4

Downloads
279 total

sklears 0.1.0-rc.1

A comprehensive machine learning library in Rust, inspired by scikit-learn
5 versions - Latest release: about 23 hours ago - 742 downloads total - 1 stars on GitHub - 1 maintainer

sklears-compose 0.1.0-rc.1

Composite estimators and transformers
4 versions - Latest release: 1 day ago - 373 downloads total - 1 stars on GitHub - 1 maintainer

sklears-multioutput 0.1.0-rc.1

Multi-output regression and classification
4 versions - Latest release: 1 day ago - 370 downloads total - 3 stars on GitHub - 1 maintainer

sklears-multiclass 0.1.0-rc.1

Multiclass classification strategies
4 versions - Latest release: 1 day ago - 373 downloads total - 1 stars on GitHub - 1 maintainer

sklears-model-selection 0.1.0-rc.1

Model selection utilities for sklears: cross-validation, grid search, train-test split
4 versions - Latest release: 1 day ago - 396 downloads total - 7 stars on GitHub - 1 maintainer

sklears-neural 0.1.0-rc.1

Neural network implementations for the sklears machine learning library
4 versions - Latest release: 1 day ago - 372 downloads total - 7 stars on GitHub - 1 maintainer

sklears-ensemble 0.1.0-rc.1

Ensemble methods for sklears: Random Forest, Gradient Boosting, AdaBoost
4 versions - Latest release: 1 day ago - 375 downloads total - 7 stars on GitHub - 1 maintainer

sklears-calibration 0.1.0-rc.1

Probability calibration for classifiers
4 versions - Latest release: 1 day ago - 365 downloads total - 7 stars on GitHub - 1 maintainer

sklears-dummy 0.1.0-rc.1

Dummy estimators for baseline comparisons
4 versions - Latest release: 1 day ago - 368 downloads total - 7 stars on GitHub - 1 maintainer

sklears-kernel-approximation 0.1.0-rc.1

Kernel approximation methods
4 versions - Latest release: 1 day ago - 399 downloads total - 7 stars on GitHub - 1 maintainer

sklears-isotonic 0.1.0-rc.1

Isotonic regression
4 versions - Latest release: 1 day ago - 367 downloads total - 7 stars on GitHub - 1 maintainer

sklears-cross-decomposition 0.1.0-rc.1

Cross decomposition algorithms (PLS, CCA)
4 versions - Latest release: 1 day ago - 369 downloads total - 7 stars on GitHub - 1 maintainer

sklears-covariance 0.1.0-rc.1

Covariance estimation algorithms
4 versions - Latest release: 1 day ago - 369 downloads total - 7 stars on GitHub - 1 maintainer

sklears-feature-extraction 0.1.0-rc.1

Feature extraction from raw data (text, images)
4 versions - Latest release: 1 day ago - 372 downloads total - 7 stars on GitHub - 1 maintainer

sklears-feature-selection 0.1.0-rc.1

Feature selection algorithms for sklears - scikit-learn compatible ML in Rust
4 versions - Latest release: 1 day ago - 370 downloads total - 7 stars on GitHub - 1 maintainer

sklears-semi-supervised 0.1.0-rc.1

Semi-supervised learning algorithms
4 versions - Latest release: 1 day ago - 370 downloads total - 7 stars on GitHub - 1 maintainer

sklears-neighbors 0.1.0-rc.1

Neighbor-based algorithms for sklears: k-NN, radius neighbors
4 versions - Latest release: 1 day ago - 414 downloads total - 7 stars on GitHub - 1 maintainer

sklears-tree 0.1.0-rc.1

Decision tree algorithms for sklears: CART, ID3, C4.5
4 versions - Latest release: 1 day ago - 404 downloads total - 7 stars on GitHub - 1 maintainer

sklears-linear 0.1.0-rc.1

Linear models for sklears: linear regression, logistic regression, and GLMs
4 versions - Latest release: 1 day ago - 535 downloads total - 7 stars on GitHub - 1 maintainer

sklears-simd 0.1.0-rc.1

High-performance SIMD acceleration primitives for the Sklears machine learning ecosystem
4 versions - Latest release: 1 day ago - 444 downloads total - 7 stars on GitHub - 1 maintainer

sklears-core 0.1.0-rc.1

Core traits, types, and utilities for sklears machine learning library
4 versions - Latest release: 1 day ago - 2.51 thousand downloads total - 7 stars on GitHub - 1 maintainer

sklears-mixture 0.1.0-beta.1

Gaussian mixture models
3 versions - Latest release: about 2 months ago - 328 downloads total - 3 stars on GitHub - 1 maintainer

sklears-inspection 0.1.0-beta.1

Model inspection and interpretation tools
3 versions - Latest release: about 2 months ago - 362 downloads total - 1 stars on GitHub - 1 maintainer

sklears-impute 0.1.0-beta.1

Missing value imputation strategies
3 versions - Latest release: about 2 months ago - 331 downloads total - 1 stars on GitHub - 1 maintainer

sklears-manifold 0.1.0-beta.1

Manifold learning algorithms (t-SNE, Isomap, etc.)
3 versions - Latest release: about 2 months ago - 349 downloads total - 1 stars on GitHub - 1 maintainer

sklears-naive-bayes 0.1.0-beta.1

Naive Bayes classifiers for sklears - scikit-learn compatible ML in Rust
3 versions - Latest release: about 2 months ago - 366 downloads total - 3 stars on GitHub - 1 maintainer

sklears-clustering 0.1.0-beta.1

Clustering algorithms for sklears: K-means, DBSCAN, hierarchical clustering
3 versions - Latest release: about 2 months ago - 435 downloads total - 1 stars on GitHub - 1 maintainer

sklears-decomposition 0.1.0-beta.1

Matrix decomposition algorithms for sklears: PCA, ICA, NMF, SVD
3 versions - Latest release: about 2 months ago - 347 downloads total - 3 stars on GitHub - 1 maintainer

sklears-preprocessing 0.1.0-beta.1

Data preprocessing for sklears: scaling, encoding, imputation, transformations
3 versions - Latest release: about 2 months ago - 397 downloads total - 1 stars on GitHub - 1 maintainer

sklears-metrics 0.1.0-beta.1

Evaluation metrics for sklears: accuracy, precision, recall, F1, ROC-AUC, etc.
3 versions - Latest release: about 2 months ago - 858 downloads total - 1 stars on GitHub - 1 maintainer

sklears-datasets 0.1.0-beta.1

Dataset utilities and generation for sklears
3 versions - Latest release: about 2 months ago - 351 downloads total - 3 stars on GitHub - 1 maintainer

sklears-utils 0.1.0-beta.1

Shared utilities for sklears: validation, data generation, helpers
3 versions - Latest release: about 2 months ago - 1.18 thousand downloads total - 1 stars on GitHub - 1 maintainer

sklears-discriminant-analysis 0.1.0-alpha.2

Linear and Quadratic Discriminant Analysis
2 versions - Latest release: 2 months ago - 296 downloads total - 1 stars on GitHub - 1 maintainer

sklears-gaussian-process 0.1.0-alpha.2

Gaussian Process models for regression and classification
2 versions - Latest release: 2 months ago - 303 downloads total - 1 stars on GitHub - 1 maintainer

sklears-svm 0.1.0-alpha.2

Support Vector Machines for sklears: SVC, SVR with various kernels
2 versions - Latest release: 2 months ago - 320 downloads total - 1 stars on GitHub - 1 maintainer

Links

Registry	crates.io
Source	Repository
Docs	Documentation
JSON API	View JSON
CodeMeta	codemeta.json

Package Details

PURL	`pkg:cargo/sklears-python` spec
License	Apache-2.0
First Release	5 months ago
Last Synced	1 day ago

Keywords
bindings machine-learning pyo3 python scikit-learn ai artificial-intelligence rust rust-lang scikitlearn-machine-learning

Repository

Stars	1 on GitHub
Forks	0 on GitHub

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