linfa
A Rust machine learning framework.
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- winequality_bayes.rs
- winequality_bernouilli.rs
- winequality_multinomial.rs
- base_nb.rs
- bernoulli_nb.rs
- error.rs
- gaussian_nb.rs
- hyperparams.rs
- lib.rs
- multinomial_nb.rs
- Cargo.toml
- README.md
- dbscan.rs
- gaussian_mixture.rs
- k_means.rs
- dbscan.rs
- kmeans.rs
- optics.rs
- optics_plot.py
- cell.rs
- mod.rs
- tests.rs
- mod.rs
- tests.rs
- mod.rs
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- algorithm.rs
- hyperparams.rs
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- algorithm.rs
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- hyperparams.rs
- mod.rs
- algorithm.rs
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- hyperparams.rs
- init.rs
- mod.rs
- algorithm.rs
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- hyperparams.rs
- mod.rs
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- Cargo.toml
- README.md
- elasticnet.rs
- elasticnet_cv.rs
- multitask_elasticnet.rs
- algorithm.rs
- error.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- adaboost_iris.rs
- ensemble_iris.rs
- adaboost.rs
- adaboost_hyperparams.rs
- algorithm.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- ftrl.rs
- winequality_ftrl.rs
- algorithm.rs
- error.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- irisflower.rs
- error.rs
- lib.rs
- Cargo.toml
- README.md
- fast_ica.rs
- fast_ica.png
- fast_ica.rs
- README.md
- error.rs
- fast_ica.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- inner.rs
- lib.rs
- sparse.rs
- Cargo.toml
- README.md
- lars.rs
- algorithm.rs
- error.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- ols_bench.rs
- diabetes.rs
- glm.rs
- distribution.rs
- hyperparams.rs
- link.rs
- mod.rs
- error.rs
- float.rs
- isotonic.rs
- lib.rs
- ols.rs
- Cargo.toml
- README.md
- logistic_cv.rs
- winequality_logistic.rs
- winequality_multi_logistic.rs
- argmin_param.rs
- error.rs
- float.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- nn.rs
- balltree.rs
- distance.rs
- heap_elem.rs
- kdtree.rs
- lib.rs
- linear.rs
- nn.rs
- Cargo.toml
- README.md
- pls.rs
- pls_regression.rs
- errors.rs
- hyperparams.rs
- lib.rs
- pls_generic.rs
- pls_svd.rs
- utils.rs
- Cargo.toml
- README.md
- linear_scaler_bench.rs
- norm_scaler_bench.rs
- vectorizer_bench.rs
- whitening_bench.rs
- count_vectorization.rs
- scaling.rs
- tfidf_vectorization.rs
- whitening.rs
- hyperparams.rs
- mod.rs
- error.rs
- helpers.rs
- lib.rs
- linear_scaling.rs
- norm_scaling.rs
- tf_idf_vectorization.rs
- whitening.rs
- Cargo.toml
- README.md
- diffusion_map.rs
- gaussian_projection.rs
- pca.rs
- sparse_projection.rs
- algorithms.rs
- hyperparams.rs
- mod.rs
- algorithms.rs
- common.rs
- hyperparams.rs
- methods.rs
- mod.rs
- error.rs
- lib.rs
- pca.rs
- utils.rs
- Cargo.toml
- README.md
- noisy_sin_svr.rs
- winequality_multi_svm.rs
- winequality_svm.rs
- classification.rs
- error.rs
- hyperparams.rs
- lib.rs
- permutable_kernel.rs
- regression.rs
- solver_smo.rs
- Cargo.toml
- README.md
- decision_tree.rs
- decision_tree.rs
- algorithm.rs
- hyperparams.rs
- iter.rs
- mod.rs
- tikz.rs
- lib.rs
- Cargo.toml
- iris-decisiontree.svg
- README.md
- iris.dat
- iris_plot.plt
- mnist.rs
- mnist_plot.plt
- tsne.rs
- error.rs
- hyperparams.rs
- lib.rs
- Cargo.toml
- README.md
- diabetes_data.csv.gz
- diabetes_target.csv.gz
- iris.csv.gz
- linnerud_exercise.csv.gz
- linnerud_physiological.csv.gz
- winequality-red.csv.gz
- dataset.rs
- generate.rs
- lib.rs
- Cargo.toml
- README.md
- _index.md
- first.md
- index.md
- tsne.png
- _index.md
- first_release.md
- new_website.md
- release_021.md
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- release_080.md
- release_081.md
- _index.md
- cross-validation.md
- decision-trees.md
- diffusion-maps.md
- elasticnet.md
- gaussian-naive-bayes.md
- k-folding.md
- multi-class.md
- multi-targets.md
- partial-least-squares.md
- random-projection.md
- sv-machines.md
- tsne.md
- about.md
- community.md
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- _base.scss
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- code-examples.js
- mascot.svg
- about.html
- base.html
- blog-page.html
- blog.html
- index.html
- news-page.html
- news.html
- page.html
- config.toml
- mod.rs
- mod.rs
- multi_class_model.rs
- multi_target_model.rs
- platt_scaling.rs
- residual_chain.rs
- impl_dataset.rs
- impl_records.rs
- impl_targets.rs
- iter.rs
- lapack_bounds.rs
- mod.rs
- correlation.rs
- error.rs
- lib.rs
- metrics_classification.rs
- metrics_clustering.rs
- metrics_regression.rs
- param_guard.rs
- prelude.rs
- traits.rs
- .gitignore
- build.rs
- Cargo.toml
- CHANGELOG.md
- CONTRIBUTE.md
- LICENSE-APACHE2
- LICENSE-MIT
- mascot.svg
- README.md
# Installation Guide
1. Get the code
git clone https://github.com/rust-ml/linfa
Downloads the entire project code from GitHub to your computer.
cd linfa
Moves into the project folder you just downloaded.
2. Rust
Medium RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Rust (rustup) Installing via rustup also installs cargo.
cargo build --release
Compiles the Rust project.
cargo run
Builds and then immediately runs the program.
If cargo build finishes without errors, it worked. The executable is created under target/.
// repository documentation
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