smartcorelib/smartcore
A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
RustApache-2.0
Issues
- 0
Support streaming/incremental fitting
#279 opened by joelchen - 1
Add predict_proba method for LogisticRegression
#278 opened by geosarr - 1
Comparison with linfa
#277 opened by wangjiawen2013 - 0
Panics in NaiveBayes
#273 opened by corebreaker - 2
how to read x/y from csv file?
#268 opened by nihaoqingtuan - 0
smartcore::readers import causes error "could not find `readers` in `smartcore`"
#269 opened by Roee-87 - 8
Cannot perform inference on deserialized SVC and SVR
#267 opened by Roee-87 - 1
Performance
#261 opened by thegwan - 2
Have a guide for Wasm compilation
#259 opened by Mec-iS - 12
- 0
Implement LEURN
#254 opened by Mec-iS - 8
- 1
- 2
Consider implementing XGBoost
#238 opened by Mec-iS - 0
Allow read/write of parquet files
#249 opened by Mec-iS - 2
From iterator to Vec should be possible
#190 opened by Mec-iS - 1
Survival analysis
#248 opened by tucnak - 1
KFold for SVC in 0.3.0
#247 opened by Luosuu - 2
Prediction of GaussianNB panics in some conditions
#245 opened by chriamue - 0
A roadmap to implement RL model-free algorithms
#244 opened by Mec-iS - 3
Examples on website does not work with smartcore 0.3.0
#243 opened by Luosuu - 0
Refactor documentation for new stable version
#191 opened by Mec-iS - 1
Improve Display for naive_bayes
#225 opened by Mec-iS - 0
- 0
Check if/where we can use &str instead of String
#210 opened by Mec-iS - 0
Review usages for numbers traits
#219 opened by Mec-iS - 0
Implement Search Parameters
#223 opened by Mec-iS - 2
Deserialization for Kernel
#221 opened by Mec-iS - 1
SVR is very slow (try convex optimization)
#200 opened by Mec-iS - 0
Improve and provide more tools for trees
#233 opened by Mec-iS - 2
Use Default::default instead of new in traits
#230 opened by morenol - 0
Investigate possible usages of const contexts
#226 opened by Mec-iS - 0
Make SVC multiclass
#224 opened by Mec-iS - 1
Refactor `linalg::arrays` mean var and std using methods in `linalg::traits::stats`
#201 opened by Mec-iS - 0
Failed to compile when using --no-default-features
#217 opened by morenol - 0
- 1
Make "datasets" and "serde" feature optional
#196 opened by Mec-iS - 0
- 0
- 1
Disambiguate usage of distances
#186 opened by Mec-iS - 0
Optional GPU support with Triton
#207 opened by Mec-iS - 0
Small grammatical mistakes in the dataset module
#204 opened by rnowling - 0
Provide a generic cache for inner operations
#198 opened by Mec-iS - 0
- 0
Support BED file format
#195 opened by Mec-iS - 0
Refactor src/tree modules to use the same structures
#193 opened by Mec-iS - 0
Optimize Linear Regression performance
#192 opened by Mec-iS - 2
feature request: extra-trees classifier and regressor
#183 opened by NikZak - 0
Consider extending support for string
#188 opened by Mec-iS - 0
Consider applying derive_builder
#189 opened by Mec-iS