elixir-nx/scholar issues and pull requests

#218 - added mean_pinball_function

Pull Request - State: closed - Opened by norm4nn about 1 year ago

#217 - Scaling train and test return different results

Issue - State: closed - Opened by shaolang about 1 year ago - 22 comments

#216 - Add implementation of lazy_select via defn

Pull Request - State: closed - Opened by msluszniak about 1 year ago - 2 comments

#215 - Random Projection Forest

Pull Request - State: closed - Opened by krstopro about 1 year ago - 49 comments

#214 - Vectorized knn query

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

#213 - Hierarchical clustering improvements

Issue - State: open - Opened by josevalim about 1 year ago - 2 comments
Labels: help wanted

#212 - Update mix.exs

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

#211 - Knn via kdtree

Pull Request - State: closed - Opened by msluszniak about 1 year ago - 7 comments

#210 - Add livebook about MDS

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

#209 - Add notebook with visualizations using MDS

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

#208 - Optimize median

Issue - State: closed - Opened by josevalim over 1 year ago - 19 comments

#207 - Alternatives to kNN + t-SNE

Issue - State: closed - Opened by josevalim over 1 year ago - 24 comments

#206 - KDTrees

Pull Request - State: closed - Opened by josevalim over 1 year ago - 5 comments

#205 - MDS

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 22 comments

#204 - Improve cubic interpolation

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

#203 - Matthews Correlation Coefficient

Pull Request - State: closed - Opened by paulsullivanjr over 1 year ago - 5 comments

#202 - Add d2_tweedie_score

Pull Request - State: closed - Opened by 0urobor0s over 1 year ago - 1 comment

#201 - Complexity info

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 2 comments

#200 - Cublic Splines works too slow

Issue - State: closed - Opened by msluszniak over 1 year ago - 4 comments

#199 - Added log loss classification metric

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

#198 - Allow preference to be any Nx computation, default to reduce_min

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

#197 - Add graph centrality algorithms

Issue - State: closed - Opened by sutgeorge over 1 year ago - 1 comment

#196 - Add the Latent Dirichlet Allocation algorithm for topic modelling

Issue - State: closed - Opened by sutgeorge over 1 year ago - 4 comments

#195 - Add convergence check ap

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 2 comments

#194 - Improve fbeta_score documentation

Pull Request - State: closed - Opened by 0urobor0s over 1 year ago - 1 comment

#193 - Add mean_tweedie_deviance and particular cases

Pull Request - State: closed - Opened by 0urobor0s over 1 year ago - 1 comment

#192 - Update workflow

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

#191 - Update workflows

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

#190 - Improve linear interpolation

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

#189 - Optimize t-sne

Issue - State: closed - Opened by josevalim over 1 year ago - 43 comments

#188 - Discounted Cumulative Gain

Pull Request - State: closed - Opened by paulsullivanjr over 1 year ago - 9 comments

#187 - Hierarchical Clustering

Pull Request - State: closed - Opened by billylanchantin over 1 year ago - 37 comments

#186 - Add precision_recall_fscore_support function

Pull Request - State: closed - Opened by 0urobor0s over 1 year ago - 2 comments

#185 - F-beta score

Pull Request - State: closed - Opened by 0urobor0s over 1 year ago - 4 comments

#184 - Add convergence check to AP

Issue - State: closed - Opened by josevalim over 1 year ago
Labels: enhancement

#183 - Add complexity information to algorithms

Issue - State: closed - Opened by josevalim over 1 year ago - 2 comments
Labels: documentation

#182 - Linear interpolation consumes too much memory

Issue - State: closed - Opened by msluszniak over 1 year ago - 3 comments
Labels: bug

#181 - Port plots to `Tucan`

Pull Request - State: closed - Opened by pnezis over 1 year ago - 22 comments

#180 - Update URL reference to "Tackling the Poor Assumptions of Naive Bayes Text Classifiers" (ICML03-081.pdf)

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

#179 - Standard Scaler fit-transform interface

Pull Request - State: closed - Opened by santiago-imelio over 1 year ago - 8 comments

#178 - Deprecate covariance module

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

#177 - Pairwise distances

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

#176 - Fix notebook markup and improvements

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

#175 - APA reference style for t-SNE

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

#174 - Add general interface to calculate pairwise distances

Issue - State: closed - Opened by msluszniak over 1 year ago - 7 comments
Labels: enhancement

#173 - minor grammar fix in integrate/integrate.ex

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

#172 - Fix memory usage in Affinity Propagation

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

#171 - Memory use for Affinity Propagation seems high, OOMing

Issue - State: closed - Opened by cigrainger over 1 year ago - 5 comments
Labels: bug

#170 - Isotonic regression

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

#169 - Add CV guide into docs

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

#168 - Update changelog

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

#167 - Do not use EXLA at compile-time

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

#166 - Scholar 0.2 fails to compile when Nx is configured with Exla backend

Issue - State: closed - Opened by jadengis over 1 year ago - 3 comments
Labels: bug, good first issue

#165 - Remove override from mix.exs

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

#164 - Draft: Adding CountVectorizer & TfidfVectorizer

Pull Request - State: closed - Opened by acalejos over 1 year ago - 2 comments

#163 - Add MDS

Issue - State: closed - Opened by msluszniak over 1 year ago
Labels: enhancement

#162 - Add Isotonic Regression

Issue - State: closed - Opened by msluszniak over 1 year ago
Labels: enhancement

#161 - Add initial version of svm

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

#160 - Update CHANGELOG.md

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

#159 - Change Logistic Regression Test

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

#158 - Incorporate newer API for plots into guides

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

#157 - Prepare for release

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

#156 - Create notebook for CV presentation

Pull Request - State: closed - Opened by santiago-imelio over 1 year ago - 2 comments

#155 - Add explained variance score

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

#154 - Grid search

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

#153 - Add Dice coefficient and upgrade Jaccard similarity

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 2 comments
Labels: enhancement

#152 - NaiveBayes.Gaussian.fit internal tensor shape error

Issue - State: closed - Opened by rktjmp over 1 year ago - 7 comments
Labels: bug, good first issue

#151 - Change the structure of metrics.ex

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

#150 - Change the Structure of Files with Metrics

Issue - State: closed - Opened by msluszniak over 1 year ago - 8 comments
Labels: suggestion

#149 - Add Distances

Issue - State: closed - Opened by msluszniak over 1 year ago - 2 comments
Labels: enhancement, help wanted

#148 - Add Grid Search with Cross Validation

Issue - State: closed - Opened by msluszniak over 1 year ago
Labels: enhancement

#147 - Add top_k_accuracy_score

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

#146 - Update docs in zero_one_loss

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

#145 - Add maximum residual error

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

#144 - Support Batching in classification metrics

Issue - State: open - Opened by msluszniak over 1 year ago - 1 comment
Labels: help wanted

#143 - Add zero-one loss

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

#142 - Update test.yml

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

#141 - Add r2_score based on requested changes.

Pull Request - State: closed - Opened by alexbispo over 1 year ago - 2 comments

#140 - Add K-fold

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 44 comments
Labels: enhancement

#139 - Add MSLE and MAPE regression metrics (see #122)

Pull Request - State: closed - Opened by santiago-imelio over 1 year ago - 2 comments

#138 - Move test

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

#137 - Gaussian Mixture Model

Pull Request - State: closed - Opened by krstopro over 1 year ago - 12 comments
Labels: enhancement, good first issue

#136 - Delete the incorrect pasted content

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

#135 - Add clustering algorithms

Issue - State: open - Opened by josevalim over 1 year ago - 3 comments
Labels: help wanted

#134 - Add SVM

Issue - State: closed - Opened by josevalim over 1 year ago
Labels: enhancement

#133 - Add KFold

Issue - State: closed - Opened by josevalim over 1 year ago
Labels: enhancement

#132 - Fix typo in README.md

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

#131 - Allow broadcast in distances

Pull Request - State: closed - Opened by msluszniak over 1 year ago - 2 comments

#130 - Passing key as an option doesn't work

Issue - State: closed - Opened by krstopro over 1 year ago - 2 comments

#129 - Add Cohen Kappa Score

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

#128 - Add Brier Score Loss

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

#127 - Add Balanced Accuracy Score

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

#126 - Upgrade confusion matrix function

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

#125 - Pass weights as defaults arguments

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

#124 - Add average precision score

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

#123 - Add precision-recall curve

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

#122 - Add classification and regression metrics

Issue - State: closed - Opened by msluszniak over 1 year ago - 6 comments
Labels: help wanted

#121 - Add DBSCAN

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

#120 - Add Radius Nearest Neighbors

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

#119 - Unify tests

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

GitHub / elixir-nx/scholar issues and pull requests