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GitHub / rust-ml / linfa

A Rust machine learning framework.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rust-ml%2Flinfa

Stars: 3,407
Forks: 225
Open Issues: 64

License: apache-2.0
Language: Rust
Repo Size: 4.63 MB
Dependencies: 202

Created: about 6 years ago
Updated: 18 days ago
Last pushed: about 2 months ago
Last synced: 18 days ago

Commit Stats

Commits: 311
Authors: 45
Mean commits per author: 6.91
Development Distribution Score: 0.791
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/rust-ml/linfa

Topics: algorithms, machine-learning, rust, scientific-computing

Funding links: https://liberapay.com/linfa

Files

Readme

Dependencies

Cargo.toml cargo

ndarray-rand 0.14 development
anyhow <=1.0.48
approx 0.4
ndarray 0.15
ndarray-linalg 0.14
num-traits 0.2
rand 0.8
serde_crate 1.0
thiserror 1.0

algorithms/linfa-bayes/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
linfa 0.6.0
ndarray 0.15
ndarray-stats 0.5
thiserror 1.0

algorithms/linfa-clustering/Cargo.toml cargo

approx 0.4 development
criterion 0.3.5 development
lax 0.2.0 development
linfa-datasets 0.6.0 development
ndarray-npy 0.8 development
serde_json 1 development
linfa 0.6.0
linfa-linalg 0.1
linfa-nn 0.6.0
ndarray 0.15
ndarray-linalg 0.14
ndarray-rand 0.14
ndarray-stats 0.5
noisy_float 0.2.0
num-traits 0.2
partitions 0.2.4
rand_xoshiro 0.6
serde_crate 1.0
space 0.12
thiserror 1.0

algorithms/linfa-elasticnet/Cargo.toml cargo

linfa-datasets 0.6.0 development
ndarray-rand 0.14 development
rand_xoshiro 0.6 development
approx 0.4
linfa 0.6.0
linfa-linalg 0.1
ndarray 0.15
ndarray-linalg 0.14
num-traits 0.2
serde_crate 1.0
thiserror 1.0

algorithms/linfa-ftrl/Cargo.toml cargo

approx 0.4 development
criterion 0.3 development
linfa-datasets 0.6.0 development
argmin 0.4.7
linfa 0.6.0
ndarray 0.15.4
ndarray-rand 0.14.0
rand 0.8.5
rand_xoshiro 0.6.0
serde 1.0.137
thiserror 1.0

algorithms/linfa-hierarchical/Cargo.toml cargo

linfa-datasets 0.6.0 development
ndarray-rand 0.14 development
rand 0.8 development
kodama 0.2
linfa 0.6.0
linfa-kernel 0.6.0
ndarray 0.15
thiserror =1.0.25

algorithms/linfa-ica/Cargo.toml cargo

ndarray-npy 0.8 development
paste 1.0 development
linfa 0.6.0
linfa-linalg 0.1
ndarray 0.15
ndarray-linalg 0.14
ndarray-rand 0.14
ndarray-stats 0.5
num-traits 0.2
rand_xoshiro 0.6
serde_crate 1.0
thiserror 1.0

algorithms/linfa-linear/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
argmin 0.4.6
linfa 0.6.0
linfa-linalg 0.1
ndarray 0.15
ndarray-linalg 0.14
num-traits 0.2
serde 1.0
thiserror 1.0

algorithms/linfa-logistic/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
argmin 0.4.6
linfa 0.6.0
ndarray 0.15
ndarray-stats 0.5.0
num-traits 0.2
serde 1.0
thiserror 1.0

algorithms/linfa-nn/Cargo.toml cargo

approx 0.4 development
criterion 0.3.5 development
ndarray-rand 0.14 development
rand_xoshiro 0.6 development
kdtree 0.6.0
linfa 0.6.0
ndarray 0.15
ndarray-stats 0.5
noisy_float 0.2.0
num-traits 0.2.0
order-stat 0.1.3
serde_crate 1.0
thiserror 1.0

algorithms/linfa-pls/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
rand_xoshiro 0.6 development
linfa 0.6.0
linfa-linalg 0.1
ndarray 0.15
ndarray-linalg 0.14
ndarray-rand 0.14
ndarray-stats 0.5
num-traits 0.2
paste 1.0
serde_crate 1.0
thiserror 1.0

algorithms/linfa-preprocessing/Cargo.toml cargo

curl 0.4.35 development
flate2 1.0.20 development
iai 0.1 development
linfa-bayes 0.6.0 development
linfa-datasets 0.6.0 development
tar 0.4.33 development
approx 0.4
encoding 0.2
linfa 0.6.0
linfa-linalg 0.1
ndarray 0.15
ndarray-linalg 0.14
ndarray-rand 0.14
ndarray-stats 0.5
regex 1.4.5
sprs 0.11.0
thiserror 1.0
unicode-normalization 0.1.8

algorithms/linfa-reduction/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
ndarray-npy 0.8 development
linfa 0.6.0
linfa-kernel 0.6.0
linfa-linalg 0.1
ndarray 0.15
ndarray-linalg 0.14
ndarray-rand 0.14
num-traits 0.2
rand 0.8
serde_crate 1.0
thiserror 1.0

algorithms/linfa-svm/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
rand_xoshiro 0.6 development
linfa 0.6.0
linfa-kernel 0.6.0
ndarray 0.15
ndarray-rand 0.14
num-traits 0.2
serde_crate 1.0
thiserror 1.0

algorithms/linfa-trees/Cargo.toml cargo

approx 0.4 development
criterion 0.3.5 development
linfa-datasets 0.6.0 development
rand 0.8 development
linfa 0.6.0
ndarray 0.15
ndarray-rand 0.14
serde_crate 1.0

algorithms/linfa-tsne/Cargo.toml cargo

approx 0.4 development
linfa-datasets 0.6.0 development
linfa-reduction 0.6.0 development
rand 0.8 development
bhtsne 0.4.0
linfa 0.6.0
ndarray 0.15
ndarray-rand 0.14
pdqselect =0.1.0
thiserror 1.0

datasets/Cargo.toml cargo

approx 0.4 development
csv 1.1
flate2 1.0
linfa 0.6.0
ndarray 0.15
ndarray-csv =0.5.1
ndarray-rand 0.14

.github/workflows/benching.yml actions

actions/checkout master composite
dtolnay/rust-toolchain stable composite

.github/workflows/checking.yml actions

actions/checkout master composite
dtolnay/rust-toolchain master composite

.github/workflows/codequality.yml actions

actions/cache v2 composite
actions/checkout master composite
codecov/codecov-action v1 composite
dtolnay/rust-toolchain master composite
dtolnay/rust-toolchain stable composite

.github/workflows/docs.yml actions

actions/checkout master composite
dtolnay/rust-toolchain stable composite
shalzz/zola-deploy-action master composite

.github/workflows/testing.yml actions

actions/checkout master composite
dtolnay/rust-toolchain master composite

algorithms/linfa-kernel/Cargo.toml cargo