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7.6. Random Projection — scikit-learn 1.7.0 doc...
The sklearn.random_projection module implements a simple and computationally efficient way to reduce the dimensionality of the data by trading a controlled amount of accuracy (as additional varianc...scikit-learn.org/stable/modules/random_projection.html -
Elasticsearch retrievers architecture and use-c...
which just bring backs all documents: Pretty straightforward, right?...types: knn - return the top documents from a kNN (k Nearest Neighbor)...www.elastic.co/search-labs/blog/elasticsearch-retrievers-ga-8.16.0 -
Kibana Dashboard | Elastic
Try free Dive into the documentation, including a guide for creating...all the way to a granular document‑level inspection. From data...www.elastic.co/kibana/kibana-dashboard -
Forecasting of CO2 level on Mona Loa dataset us...
Documentation for GaussianProcessRegre...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_co2.html -
Support Vector Regression (SVR) using linear an...
Toy example of 1D regression using linear, polynomial and RBF kernels. Generate sample data: Fit regression model: Look at the results: Total running time of the script:(0 minutes 5.393 seconds) La...scikit-learn.org/stable/auto_examples/svm/plot_svm_regression.html -
Cross-cluster search | Elastic Docs
the document came from the local cluster. This document came...identified as "(local)". This document’s _index parameter doesn’t...www.elastic.co/docs/solutions/search/cross-cluster-search -
Gaussian Processes regression: basic introducto...
A simple one-dimensional regression example computed in two different ways: A noise-free case, A noisy case with known noise-level per datapoint. In both cases, the kernel’s parameters are estimate...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy_targets.html -
MNIST classification using multinomial logistic...
Here we fit a multinomial logistic regression with L1 penalty on a subset of the MNIST digits classification task. We use the SAGA algorithm for this purpose: this a solver that is fast when the nu...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_mnist.html -
Comparison of the K-Means and MiniBatchKMeans c...
We want to compare the performance of the MiniBatchKMeans and KMeans: the MiniBatchKMeans is faster, but gives slightly different results (see Mini Batch K-Means). We will cluster a set of data, fi...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
Hierarchical clustering: structured vs unstruct...
Example builds a swiss roll dataset and runs hierarchical clustering on their position. For more information, see Hierarchical clustering. In a first step, the hierarchical clustering is performed ...scikit-learn.org/stable/auto_examples/cluster/plot_ward_structured_vs_unstructured.html