elixir-nx/scholar issues and pull requests

#118 - Add general improvements

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 1 comment

#117 - Prepare notebooks for the new release

Pull Request - State: closed - Opened by msluszniak over 1 year ago
Labels: documentation

#116 - Add simpson rule

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 3 comments

#115 - Add trapezoidal integration

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 1 comment

#114 - Add auc_roc, auc and roc_curve

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 1 comment

#113 - silhouette samples performance

Issue - State: closed - Opened by santiago-imelio over 1 year ago - 3 comments

#112 - Scholar.Metrics exposing more metrics

Issue - State: closed - Opened by guarilha over 1 year ago - 3 comments

#111 - feat: add early-stopping criterion to logistic reg

Pull Request - State: closed - Opened by polvalente over 1 year ago

#110 - chore: use polaris

Pull Request - State: closed - Opened by polvalente over 1 year ago

#109 - Simply while loops pattern match

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 1 comment

#108 - feat: support custom optimizers in logistic regression

Pull Request - State: closed - Opened by polvalente over 1 year ago

#107 - add train_test_split utility function

Pull Request - State: closed - Opened by tiagodavi over 1 year ago - 18 comments

#106 - Add unrolling loops

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 1 comment

#105 - Add key as an option to seed

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 1 comment

#104 - Added polynomial regression with tests and livebook

Pull Request - State: closed - Opened by matiascr almost 2 years ago

#103 - Pass key instead of seed to algorithms with randomization

Issue - State: closed - Opened by msluszniak almost 2 years ago - 17 comments

#102 - Optional unrolling while loops in Scholar

Issue - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#101 - Add t-SNE

Pull Request - State: closed - Opened by msluszniak almost 2 years ago

#100 - Add :f16 and :bf16 to svd

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#99 - Add affinity propagation

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 3 comments

#98 - Add Hex/Hexdocs Badge

Pull Request - State: closed - Opened by jeregrine almost 2 years ago - 1 comment

#97 - Improve types

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#96 - Fix typos / grammar in docs of k_means.ex

Pull Request - State: closed - Opened by zorbash almost 2 years ago

#95 - Small updates to notebooks

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#94 - Refactor

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#93 - Add Notebook about KNNs

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 6 comments

#92 - Make option :num_classes required only for task :classification in KNN

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 2 comments

#91 - Cross Entropy from logits

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#90 - Refactor knn

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#89 - Fix logistic regression

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 5 comments

#88 - Logistic Regression converging poorly

Issue - State: closed - Opened by seanmor5 almost 2 years ago - 3 comments

#87 - Add support for nimble_options ~> 1.0

Pull Request - State: closed - Opened by whatyouhide almost 2 years ago - 1 comment

#86 - Improve tests

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#85 - Add moments, skewness, and kurtosis

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 1 comment

#84 - Update args

Pull Request - State: closed - Opened by seanmor5 almost 2 years ago

#83 - Add KNN in mix.exs

Pull Request - State: closed - Opened by msluszniak almost 2 years ago

#82 - Fix minkowski

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 2 comments

#81 - Add K-Nearest Neighbors

Pull Request - State: closed - Opened by msluszniak almost 2 years ago - 2 comments

#80 - Update KMeans notebook

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#79 - Update range syntax

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#78 - Streamline notebook experience

Pull Request - State: closed - Opened by josevalim about 2 years ago - 2 comments

#77 - Update lib and notebooks

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#76 - [Question]: I created a stratified shuffler. What should the API look like?

Issue - State: closed - Opened by a-alhusaini about 2 years ago - 3 comments

#75 - Roadmap for Scholar

Issue - State: closed - Opened by msluszniak about 2 years ago - 8 comments

#74 - Use full_matrices? set to false in PCA

Pull Request - State: closed - Opened by msluszniak about 2 years ago

#73 - Ridge Regression

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 4 comments

#72 - Add r2_score metric

Pull Request - State: closed - Opened by maartenvanvliet about 2 years ago
Labels: enhancement, good first issue

#71 - Allow 1D and Scalar Input to LinearRegression.predict

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 2 comments

#70 - Weights as a Tensor

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#69 - Polynomial feature transform support

Pull Request - State: closed - Opened by matiascr about 2 years ago - 9 comments

#68 - Remove opts from defnp

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 3 comments

#67 - Add MSE

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#66 - Add correlation matrix

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#65 - Add linear regression livebook

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 2 comments

#64 - Introduce random seed & use Nx.Random module instead of depricated functions

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#63 - Fix path to Scholar.png in Readme

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#62 - Testing Scholar.Linear.LinearRegression

Issue - State: closed - Opened by ndrean about 2 years ago - 3 comments

#61 - Upgrade Scholar docs

Pull Request - State: closed - Opened by msluszniak about 2 years ago

#60 - Add Intercept to Linear Regression

Pull Request - State: closed - Opened by msluszniak about 2 years ago

#59 - Improve K-means livebook

Pull Request - State: closed - Opened by msluszniak about 2 years ago

#58 - Add Hamming Distance

Pull Request - State: closed - Opened by acalejos about 2 years ago - 6 comments

#57 - Add assert_all_close to tests

Pull Request - State: closed - Opened by msluszniak about 2 years ago

#56 - Add Linear Regression

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 3 comments

#55 - Modify Scholar to work with newer packages

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#54 - Complement naive bayes

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#53 - Add Multinomial Naive Bayes

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#52 - Add Gaussian Naive Bayes

Pull Request - State: closed - Opened by msluszniak about 2 years ago - 1 comment

#51 - Add simple imputer

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#50 - feat: add bezier spline interpolation

Pull Request - State: closed - Opened by polvalente over 2 years ago

#49 - hex.pm can't find scholar document

Issue - State: closed - Opened by watsy0007 over 2 years ago - 2 comments

#48 - Will there be support for the equivalent of scikit-learn's Scalers?

Issue - State: closed - Opened by danieljaouen over 2 years ago - 2 comments

#47 - Add imputation of missing values

Issue - State: closed - Opened by msluszniak over 2 years ago - 8 comments

#46 - feat: add boundary condition option to cubic spline

Pull Request - State: closed - Opened by polvalente over 2 years ago

#45 - Rename KMeans.fit/2 to KMeans.train/2 in the example notebook

Pull Request - State: closed - Opened by AdrianPaulCarrieres over 2 years ago

#44 - feat: add linear interpolation

Pull Request - State: closed - Opened by polvalente over 2 years ago - 1 comment

#43 - Change train to fit

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#42 - Rename train to fit

Issue - State: closed - Opened by josevalim over 2 years ago

#41 - remove specs

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#40 - feat: add cubic spline interpolation

Pull Request - State: closed - Opened by polvalente over 2 years ago

#39 - Add covariance matrix

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#38 - Code refactoring

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#37 - Add PCA and minor fixes

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 2 comments

#36 - add binary based jaccard similarity

Pull Request - State: closed - Opened by tiagodavi over 2 years ago

#35 - Add NimbleOptions to the other functions

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 1 comment

#34 - Nimble options

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 4 comments

#33 - Add Scalers with batching

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#32 - Specs in Scholar

Issue - State: closed - Opened by msluszniak over 2 years ago - 5 comments

#31 - Add normalization

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#30 - Handle zero division in metrics

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 1 comment

#29 - Refactor metrics

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#28 - Rename standard_scaler to standard_scale

Issue - State: closed - Opened by josevalim over 2 years ago

#27 - Remove running average and running sum

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 1 comment

#26 - Add ordinal and one-hot encodings

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 1 comment

#25 - Add binarization

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 1 comment

#24 - Add Silhouette clustering metrics

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#23 - Remove redundant softmax

Pull Request - State: closed - Opened by msluszniak over 2 years ago

#22 - Support batching in distance metrics

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 1 comment

#21 - Implement K-means clustering

Pull Request - State: closed - Opened by msluszniak over 2 years ago - 5 comments

#20 - Add jaccard similarity metric

Pull Request - State: closed - Opened by tiagodavi over 2 years ago - 8 comments

#19 - Similarity metrics

Issue - State: closed - Opened by tiagodavi over 2 years ago - 10 comments

GitHub / elixir-nx/scholar issues and pull requests