elixir-nx / scholar

Traditional machine learning on top of Nx

elixir-nx/scholar Issues

Refactor Scholar.Neighbors
Updated 2 months ago6
Break RadiusNearestNeighbors into RNNClassifier and RNNRegression
Updated 2 months ago
Normalize usage of :metric option throughout
Closed 2 months ago
Unification of handling weights passed as arguments to functions
Updated 2 months ago2
Add predict function to DBSCAN clustering algorithm
Updated 2 months ago3
Implement PCA extensions
Updated 2 months ago
Shall we deprecate Scholar.Preprocessing?
Updated 2 months ago4
Add a notebook comparing the outputs of different neighbors algorithms
Closed 2 months ago1
KDTree predict does not work for float type data
Closed 3 months ago
Add clustering algorithms
Updated 3 months ago3
fit_partial API
Closed 3 months ago5
Implement regularized Bayesian linear algorithms
Closed 3 months ago2
Implement batch version of brute-force k-NN search
Closed 3 months ago4
Extend Supervised k-NN?
Closed 3 months ago13
Add classification and regression metrics
Updated 3 months ago5
CI failing after merge
Closed 3 months ago2
Multinomial Naive Bayes bug
Closed 3 months ago12
Unification of shape checks
Updated 3 months ago
Improve storing updates in NNDescent algorithm
Closed 3 months ago1
Implement PaCMAP (large scale dimension reduction)
Updated 3 months ago10
Is this the proper place to put a TF-IDF implementation ?
Closed 4 months ago5
Support Batching in classification and regression metrics
Updated 4 months ago
Hierarchical clustering improvements
Updated 4 months ago2
Alternatives to kNN + t-SNE
Closed 4 months ago24
Bug in RandomProjectionForest due to Nx.dot with EXLA Backend
Closed 6 months ago5
Scaling train and test return different results
Closed 7 months ago22
Optimize median
Closed 7 months ago19
Add the Latent Dirichlet Allocation algorithm for topic modelling
Closed 7 months ago4
KMeans fit function error
Closed 7 months ago1
Add notebook with visualizations using MDS
Closed 8 months ago
Add MDS
Closed 8 months ago
Optimize t-sne
Closed 8 months ago43
Cublic Splines works too slow
Closed 8 months ago4
Add complexity information to algorithms
Closed 9 months ago2
Add graph centrality algorithms
Closed 9 months ago1
Add convergence check to AP
Closed 9 months ago
Linear interpolation consumes too much memory
Closed 9 months ago3
Add Isotonic Regression
Closed 10 months ago
Add SVM
Closed 10 months ago
Add general interface to calculate pairwise distances
Closed 10 months ago7
Memory use for Affinity Propagation seems high, OOMing
Closed 10 months ago5
Scholar 0.2 fails to compile when Nx is configured with Exla backend
Closed a year ago3
Add Grid Search with Cross Validation
Closed a year ago
Add Distances
Closed a year ago2
NaiveBayes.Gaussian.fit internal tensor shape error
Closed a year ago7
Change the Structure of Files with Metrics
Closed a year ago8
Add KFold
Closed a year ago
Passing key as an option doesn't work
Closed a year ago2
Scholar.Metrics exposing more metrics
Closed a year ago3
silhouette samples performance
Closed a year ago3