elixir-nx/scholar issues and pull requests

#318 - Linear interpolation on 64-bit floats leads to NX while block type mismatch

Issue - State: closed - Opened by ja-b about 1 month ago - 3 comments

#317 - Update CI

Pull Request - State: closed - Opened by josevalim about 1 month ago - 1 comment

#316 - Bug in BezierSpline

Issue - State: open - Opened by bkp7 about 1 month ago - 1 comment

#315 - Add CountVectorizer

Pull Request - State: closed - Opened by ksew1 about 1 month ago - 2 comments

#314 - Add RobustScaler

Pull Request - State: closed - Opened by ksew1 about 2 months ago - 1 comment

#313 - Add CategoricalNB

Pull Request - State: open - Opened by ksew1 about 2 months ago - 5 comments

#312 - Unexpected prediction from SVM

Issue - State: closed - Opened by aymanosman 3 months ago - 6 comments

#311 - Update to latest Nx

Pull Request - State: closed - Opened by josevalim 3 months ago - 2 comments

#310 - Bug Scholar.Manifold.MDS.fit

Issue - State: closed - Opened by ndrean 3 months ago

#309 - Added ShrunkCovariance

Pull Request - State: closed - Opened by norm4nn 3 months ago - 1 comment

#308 - Added tsvd tests and fixed one small bug

Pull Request - State: open - Opened by norm4nn 4 months ago

#307 - Partial Least Square SVD

Pull Request - State: open - Opened by norm4nn 4 months ago

#306 - Add BernoulliNB and Binarizer

Pull Request - State: closed - Opened by srzeszut 4 months ago - 3 comments

#305 - TruncatedSVD fix

Pull Request - State: closed - Opened by norm4nn 4 months ago - 1 comment

#304 - Added Ledoit Wolf shrinkage covariance estimator

Pull Request - State: open - Opened by norm4nn 4 months ago - 3 comments

#303 - Add KNNImputer

Pull Request - State: closed - Opened by srzeszut 4 months ago - 4 comments

#302 - Added TruncatedSVD module

Pull Request - State: closed - Opened by norm4nn 5 months ago - 1 comment

#301 - Bug in Cross-Entropy Implementation inside `Scholar.Linear.LogisticRegression`?

Issue - State: open - Opened by krstopro 5 months ago
Labels: bug

#300 - Default optimizer in `Scholar.Linear.LogisticRegression`

Issue - State: closed - Opened by krstopro 5 months ago - 3 comments

#299 - Change `Utils.flip_svd/2` to `flip_svd/2` inside `Scholar.Decomposition.PCA`

Pull Request - State: closed - Opened by krstopro 6 months ago - 3 comments

#298 - Non-terminating PCA decomposition

Issue - State: closed - Opened by josevalim 6 months ago - 1 comment

#297 - Added batching to regression metrics

Pull Request - State: closed - Opened by norm4nn 6 months ago - 3 comments

#296 - Splitted RadiusNearestNeighbors module into RNNClassifier and RNNRegressor

Pull Request - State: closed - Opened by norm4nn 6 months ago - 14 comments

#295 - Added OPTICS clustering algorithm

Pull Request - State: closed - Opened by norm4nn 6 months ago - 2 comments

#294 - Error when grid searching EXGBoost hyperparams

Issue - State: closed - Opened by clm-a 6 months ago - 1 comment

#293 - Improvements to OrdinalEncoder, OneHotEncoder, NaiveBayes, LogisticRegression

Pull Request - State: closed - Opened by krstopro 7 months ago - 4 comments

#292 - Fix various typos and improve language

Pull Request - State: closed - Opened by preciz 7 months ago - 1 comment

#291 - Add partial_fit/2 and incremental_fit/2 to PCA

Pull Request - State: closed - Opened by krstopro 7 months ago - 1 comment

#290 - `one_hot_encode` errors with tensor of size 1

Issue - State: closed - Opened by aos 7 months ago - 2 comments

#289 - Incremental PCA

Pull Request - State: closed - Opened by krstopro 7 months ago - 3 comments

#288 - Fix/linear shapes

Pull Request - State: closed - Opened by JoaquinIglesiasTurina 7 months ago - 1 comment

#287 - Docs showing white page

Issue - State: closed - Opened by zacksiri 8 months ago - 6 comments

#286 - Improve NNDescent speed

Issue - State: open - Opened by msluszniak 8 months ago

#285 - Fix typo in dimensionality reduction notebook

Pull Request - State: closed - Opened by krstopro 8 months ago

#284 - Fix typo in manifold learning notebook

Pull Request - State: closed - Opened by krstopro 8 months ago - 6 comments

#283 - Remove Tucan.layers/1 with a single layer

Pull Request - State: closed - Opened by jonatanklosko 8 months ago

#282 - Update mix.exs

Pull Request - State: closed - Opened by msluszniak 8 months ago - 2 comments

#281 - Make nn algorithm configurable

Pull Request - State: closed - Opened by msluszniak 8 months ago - 4 comments

#280 - Make kNN configurable in Trimap

Issue - State: closed - Opened by josevalim 8 months ago

#279 - Update EXGBoost version in notebook

Pull Request - State: closed - Opened by acalejos 8 months ago

#278 - Manifold learning notebooks

Pull Request - State: closed - Opened by msluszniak 8 months ago - 4 comments

#277 - Added d2_pinball_score and d2_absolute_error_score

Pull Request - State: closed - Opened by norm4nn 8 months ago - 1 comment

#276 - Added d2_absolute_error_score and d2_pinball_score

Pull Request - State: closed - Opened by norm4nn 8 months ago

#275 - Added d2_absolute_error_score and d2_pinball_score

Pull Request - State: closed - Opened by norm4nn 8 months ago

#274 - use Nx.BinaryBackend for cv notebook

Pull Request - State: closed - Opened by santiago-imelio 9 months ago - 3 comments

#273 - Use of EXLA in Gradient Boosting guide

Issue - State: closed - Opened by santiago-imelio 9 months ago - 4 comments

#272 - Add manifold version of LargeVis

Issue - State: open - Opened by josevalim 9 months ago - 7 comments

#271 - Update nn notebook

Pull Request - State: closed - Opened by msluszniak 9 months ago - 2 comments

#270 - Change `RandomForestTree` to `RandomProjectionForest` in CHANGELOG.md

Pull Request - State: closed - Opened by krstopro 9 months ago

#269 - Update knn notebooks

Pull Request - State: closed - Opened by msluszniak 9 months ago

#268 - K-NN Regressor

Pull Request - State: closed - Opened by krstopro 9 months ago - 5 comments

#267 - Unify weight handling and refactor linear models' helper functions

Pull Request - State: closed - Opened by JoaquinIglesiasTurina 9 months ago - 2 comments

#266 - Break RadiusNearestNeighbors into RNNClassifier and RNNRegression

Issue - State: open - Opened by josevalim 9 months ago
Labels: help wanted

#265 - Normalize usage of :metric option throughout

Issue - State: closed - Opened by josevalim 9 months ago

#264 - Output distances in kdtree

Pull Request - State: closed - Opened by msluszniak 9 months ago

#263 - K-NN Classifier

Pull Request - State: closed - Opened by krstopro 9 months ago - 10 comments

#262 - Add livebook

Pull Request - State: closed - Opened by msluszniak 10 months ago - 1 comment

#261 - Fix bug with floating point data

Pull Request - State: closed - Opened by msluszniak 10 months ago

#260 - fit_partial API

Issue - State: closed - Opened by krstopro 10 months ago - 5 comments

#259 - Add predict function to DBSCAN clustering algorithm

Issue - State: open - Opened by b-serra 10 months ago - 3 comments
Labels: help wanted

#258 - add det curve

Pull Request - State: closed - Opened by srzeszut 10 months ago - 1 comment

#257 - Brute k-NN

Pull Request - State: closed - Opened by krstopro 10 months ago - 1 comment

#256 - KDTree predict does not work for float type data

Issue - State: closed - Opened by msluszniak 10 months ago
Labels: bug

#255 - Refactor Scholar.Neighbors

Issue - State: closed - Opened by krstopro 10 months ago - 6 comments

#254 - Extend Supervised k-NN?

Issue - State: closed - Opened by krstopro 10 months ago - 13 comments
Labels: suggestion

#253 - Batch k-NN

Pull Request - State: closed - Opened by krstopro 10 months ago - 5 comments

#252 - CI failing after merge

Issue - State: closed - Opened by krstopro 11 months ago - 2 comments

#251 - Added ndcg metric

Pull Request - State: closed - Opened by norm4nn 11 months ago

#250 - Unification of shape checks

Issue - State: open - Opened by msluszniak 11 months ago - 9 comments
Labels: suggestion

#249 - Unification of handling weights passed as arguments to functions

Issue - State: closed - Opened by msluszniak 11 months ago - 2 comments
Labels: suggestion

#248 - Multinomial Naive Bayes Improvements

Pull Request - State: closed - Opened by krstopro 11 months ago - 7 comments

#247 - Feat/bayesian ridge

Pull Request - State: closed - Opened by JoaquinIglesiasTurina 11 months ago - 12 comments

#246 - Implement PCA extensions

Issue - State: open - Opened by krstopro 11 months ago
Labels: help wanted

#245 - Update NNDescent

Pull Request - State: closed - Opened by msluszniak 11 months ago - 2 comments

#244 - Implement regularized Bayesian linear algorithms

Issue - State: closed - Opened by JoaquinIglesiasTurina 11 months ago - 2 comments

#243 - Update README.md

Pull Request - State: closed - Opened by lkarthee 11 months ago - 1 comment

#242 - Multinomial Naive Bayes bug

Issue - State: closed - Opened by mattnenterprise 11 months ago - 12 comments
Labels: bug

#241 - Improve storing updates in NNDescent algorithm

Issue - State: closed - Opened by msluszniak 12 months ago - 1 comment

#240 - Update deps and changelog

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

#239 - Implement batch version of brute-force k-NN search

Issue - State: closed - Opened by krstopro 12 months ago - 4 comments

#238 - Implement PaCMAP (large scale dimension reduction)

Issue - State: open - Opened by josevalim 12 months ago - 10 comments
Labels: help wanted

#237 - Add a notebook comparing the outputs of different neighbors algorithms

Issue - State: closed - Opened by josevalim 12 months ago - 1 comment

#236 - Trimap

Pull Request - State: closed - Opened by msluszniak 12 months ago

#235 - Add Mean Pinball Loss function.

Pull Request - State: closed - Opened by JoaquinIglesiasTurina 12 months ago - 5 comments

#234 - Is this the proper place to put a TF-IDF implementation ?

Issue - State: closed - Opened by mattnenterprise 12 months ago - 5 comments

#233 - Nn descent

Pull Request - State: closed - Opened by msluszniak about 1 year ago - 11 comments

#232 - LargeVis

Pull Request - State: closed - Opened by krstopro about 1 year ago - 5 comments

#231 - Random Projection Forest Update

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

#230 - Bug in RandomProjectionForest due to Nx.dot with EXLA Backend

Issue - State: closed - Opened by krstopro about 1 year ago - 5 comments

#229 - Upgrade to tucan 0.3.0

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