JuliaAI/MLJLinearModels.jl issues and pull requests

#159 - API to construct MLJ-proper model from standalone model

Issue - State: open - Opened by adienes 6 months ago - 3 comments

#158 - [WIP] Types extension

Pull Request - State: open - Opened by MartinuzziFrancesco 7 months ago - 2 comments

#157 - multiobjective OLS

Issue - State: open - Opened by adienes 7 months ago

#156 - Hardcoding of `Float64` in loss

Issue - State: open - Opened by MartinuzziFrancesco 7 months ago - 1 comment

#155 - Huber breakpoint parameter in quantile form?

Issue - State: closed - Opened by BeitianMa 10 months ago - 2 comments
Labels: q & a

#154 - Feature request: Support for tables

Issue - State: closed - Opened by ParadaCarleton 12 months ago - 3 comments

#153 - generalized / group lasso

Issue - State: open - Opened by adienes 12 months ago - 1 comment

#152 - box (or just positive) constraints on enet OLS

Issue - State: open - Opened by adienes 12 months ago - 4 comments

#151 - Minor release with Gramian training for OLS

Pull Request - State: closed - Opened by tlienart 12 months ago - 1 comment

#150 - Expand docs to include cut and past examples for different Regressors

Issue - State: open - Opened by alex-s-gardner about 1 year ago - 3 comments

#149 - should scale_penalty_with_samples = true be defualt?

Issue - State: closed - Opened by alex-s-gardner about 1 year ago - 4 comments

#148 - Fixes for quantile regression

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

#147 - Testing quantreg vs MLJLinearModels

Issue - State: closed - Opened by luboshanus over 1 year ago - 7 comments
Labels: bug, benchmarks, quantile regression

#146 - first pass at Gramian training for OLS

Pull Request - State: closed - Opened by adienes over 1 year ago - 6 comments

#145 - cov-only training for L2Loss

Issue - State: closed - Opened by adienes over 1 year ago - 3 comments
Labels: enhancement

#144 - Fix a doc typo

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

#143 - For a 0.9.1 release

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

#142 - Add MLJTestInterface tests

Issue - State: open - Opened by ablaom over 1 year ago

#141 - Fix MLJ docstrings

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

#140 - Test proxgrad with gamma=0

Issue - State: open - Opened by tlienart over 1 year ago - 1 comment

#139 - Optim defaults doc

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

#138 - Create MLJ compliant doc strings

Pull Request - State: closed - Opened by ablaom over 1 year ago - 6 comments

#137 - Some minor doc improvements

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

#136 - Help with documentation review

Issue - State: closed - Opened by ablaom over 1 year ago - 9 comments

#135 - Add MLJ compliant doc strings to all models

Issue - State: open - Opened by ablaom over 1 year ago

#134 - docs for new options in Optim solvers

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

#133 - more flexible optim options

Pull Request - State: closed - Opened by jbrea almost 2 years ago - 4 comments

#132 - For a 0.8.0 release

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

#131 - Unexpected behaviour with LogisticClassifier

Issue - State: closed - Opened by ablaom almost 2 years ago - 5 comments
Labels: bug

#130 - closes #129 by fixing the interface after #123

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

#129 - `predict` throws an error for `MultinomialClassifier` on crabs dataset

Issue - State: closed - Opened by ablaom about 2 years ago
Labels: bug

#128 - draft scad/mcp

Pull Request - State: open - Opened by tlienart about 2 years ago

#127 - Ncvreg wrapper

Issue - State: open - Opened by azev77 about 2 years ago - 1 comment

#126 - TagBot not working

Issue - State: closed - Opened by ablaom about 2 years ago - 7 comments

#125 - closes #123

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

#124 - What is the new scale_penalty_with_samples=true doing?

Issue - State: closed - Opened by olivierlabayle about 2 years ago - 12 comments

#123 - Problems when only one class manifest in the training target

Issue - State: closed - Opened by ablaom about 2 years ago - 5 comments
Labels: bug

#122 - `LogisticClassifier` lambda and gamma are easy to confuse

Issue - State: closed - Opened by rikhuijzer over 2 years ago - 1 comment

#121 - Clarify `LogisticClassifier.lambda` docstring

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

#120 - For a 0.6.2 release

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

#119 - Extend compat for DocStringExtensions and relax test

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

#118 - CompatHelper: bump compat for DocStringExtensions to 0.9, (keep existing compat)

Pull Request - State: closed - Opened by github-actions[bot] over 2 years ago - 2 comments

#117 - Docs for L1+std

Issue - State: open - Opened by tlienart over 2 years ago - 1 comment
Labels: documentation

#116 - Documentation generation is failing

Issue - State: closed - Opened by ablaom over 2 years ago - 5 comments
Labels: documentation

#115 - For a 0.6.2 release

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

#114 - If `verbosity > 0`, print the name of the selected solver when `fit!` is called

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

#113 - For a 0.6.1 release

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

#112 - fix scale_penalty_with_samples=true for proxgrad

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

#111 - fix penalize_intercept = false

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

#110 - Use AverageLoss

Issue - State: open - Opened by tlienart over 2 years ago
Labels: enhancement

#109 - scale penalty with samples

Pull Request - State: closed - Opened by jbrea almost 3 years ago - 5 comments

#108 - Could we make regularised loss functions independent of the sample size?

Issue - State: closed - Opened by jbrea almost 3 years ago - 6 comments

#107 - Add hint about standardization

Pull Request - State: closed - Opened by jbrea almost 3 years ago - 1 comment

#106 - L1 and standarization

Issue - State: closed - Opened by jbrea almost 3 years ago - 4 comments

#105 - Multinomial regression has too many parameters

Issue - State: closed - Opened by JockLawrie about 3 years ago - 16 comments
Labels: q & a

#104 - Problem with logistic regression

Issue - State: closed - Opened by goerch about 3 years ago - 8 comments
Labels: bug

#103 - Trivial commit to trigger doc generation

Pull Request - State: closed - Opened by ablaom about 3 years ago - 1 comment

#102 - MultinomialClassifier does not seem consistent

Issue - State: closed - Opened by olivierlabayle about 3 years ago - 5 comments

#101 - Fix documentation deployment url. Fix `fitted_params`.

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

#100 - Fix docs URL in `docs/make.jl`

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

#99 - Docs broken

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

#98 - Comparing`fit!` and `evaluate!` for `LogisticClassifier` with scikit-learn

Issue - State: open - Opened by irublev over 3 years ago - 12 comments

#97 - Issue to trigger new releases

Issue - State: closed - Opened by ablaom over 3 years ago - 15 comments

#96 - For a 0.5.4 release

Pull Request - State: closed - Opened by ablaom over 3 years ago

#95 - CompatHelper: bump compat for "MLJModelInterface" to "1.0"

Pull Request - State: closed - Opened by github-actions[bot] over 3 years ago

#94 - patch release with compat bump

Pull Request - State: closed - Opened by tlienart over 3 years ago - 1 comment

#93 - closes #92, #91 and tested

Pull Request - State: closed - Opened by tlienart over 3 years ago

#92 - CompatHelper: bump compat for "LinearMaps" to "3.2"

Pull Request - State: closed - Opened by github-actions[bot] over 3 years ago

#91 - CompatHelper: bump compat for "IterativeSolvers" to "0.9"

Pull Request - State: closed - Opened by github-actions[bot] over 3 years ago

#90 - Add CompatHelper.yml to workflows. No release.

Pull Request - State: closed - Opened by ablaom over 3 years ago

#89 - TagBot trigger issue

Issue - State: closed - Opened by JuliaTagBot over 3 years ago - 20 comments

#88 - Extend compat for MLJModelInterface and update tests to reflect MLJBase changes

Pull Request - State: closed - Opened by ablaom over 3 years ago - 2 comments

#87 - Example usage

Issue - State: open - Opened by jaraheel almost 4 years ago

#86 - fix badge

Pull Request - State: closed - Opened by ablaom almost 4 years ago

#85 - switch ci to github action

Pull Request - State: closed - Opened by ablaom almost 4 years ago - 1 comment

#84 - Move from Travis CI to GitHub Actions CI

Pull Request - State: closed - Opened by DilumAluthge almost 4 years ago - 3 comments

#83 - dev branch woes

Issue - State: closed - Opened by ablaom almost 4 years ago - 6 comments
Labels: high priority

#82 - Update TagBot

Pull Request - State: closed - Opened by ablaom almost 4 years ago

#81 - Bug: LassoRegressor from MLJLinearModels returns null vector but the one from ScikitLearn does not

Issue - State: closed - Opened by Sh4pe about 4 years ago - 10 comments

#80 - bump optim

Pull Request - State: closed - Opened by tlienart about 4 years ago - 12 comments
Labels: waiting on external fix

#79 - Extend or bump [compat] for Optim.jl

Issue - State: closed - Opened by ablaom about 4 years ago

#78 - Improve documentation around available solvers

Issue - State: closed - Opened by ablaom about 4 years ago - 2 comments
Labels: documentation

#77 - Univariate Finite 2

Pull Request - State: closed - Opened by tlienart over 4 years ago - 1 comment

#76 - Don't expose `multiclass` and `nclasses`

Issue - State: closed - Opened by OkonSamuel over 4 years ago - 3 comments

#75 - Other package (R) with Adaptive Lasso and SCAD that may be of use

Issue - State: open - Opened by kbjarnason over 4 years ago - 1 comment

#74 - UnivariateFiniteVector

Pull Request - State: closed - Opened by tlienart over 4 years ago - 2 comments
Labels: do not merge

#73 - proper level checks

Pull Request - State: closed - Opened by tlienart over 4 years ago - 1 comment

#72 - Add benchmarks

Issue - State: open - Opened by tlienart over 4 years ago

#71 - throw error much ealier for LogisticClassifier

Issue - State: closed - Opened by OkonSamuel over 4 years ago - 1 comment
Labels: API, error handling

#70 - Noscratch2

Pull Request - State: closed - Opened by tlienart over 4 years ago

#69 - schema(X) fails

Issue - State: closed - Opened by OkonSamuel over 4 years ago - 11 comments

#68 - Hoist all allocations out of factory

Issue - State: closed - Opened by tlienart over 4 years ago

#67 - removing all global pointers

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

#66 - Use fghv! in Hv! for MultinomialLoss

Issue - State: open - Opened by tlienart over 4 years ago
Labels: performances

#65 - Nocheck

Pull Request - State: closed - Opened by tlienart over 4 years ago

#64 - Move away from global pointers in order to be threadsafe

Issue - State: closed - Opened by tlienart over 4 years ago

#63 - Dev

Pull Request - State: closed - Opened by tlienart over 4 years ago

#62 - Cleanup

Pull Request - State: closed - Opened by tlienart over 4 years ago - 1 comment

#61 - coef names

Pull Request - State: closed - Opened by aviatesk over 4 years ago - 10 comments

#60 - Feature names for LinearRegressor fitted_params

Issue - State: closed - Opened by venuur over 4 years ago - 4 comments
Labels: documentation, done

GitHub / JuliaAI/MLJLinearModels.jl issues and pull requests