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cross_validate — scikit-learn 1.7.0 documentation
y = None , * , groups = None , scoring = None , cv = None...n_jobs = None , verbose = 0 , params = None , pre_dispatch = '2*n_jobs'...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
1.6. Nearest Neighbors — scikit-learn 1.7.0 doc...
nbrs = NearestNeighbors ( n_neighbors = 2 , algorithm = 'ball_tree'...]]) >>> kdt = KDTree ( X , leaf_size = 30 , metric = 'euclidean'...scikit-learn.org/stable/modules/neighbors.html -
make_blobs — scikit-learn 1.7.0 documentation
( n_samples = 100 , n_features = 2 , * , centers = None , cluster_std...cluster_std = 1.0 , center_box = (-10.0, 10.0) , shuffle = True ,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_blobs.html -
Tracing, logs, and metrics for a RAG based Chat...
LLM_TYPE = openai OPENAI_API_KEY = XXXX CHAT_MODEL = gpt-4o-mini...OTEL_EXPORTER_OTLP_HEADERS = "Authorization=Bearer%20xxxxx" Notice...www.elastic.co/observability-labs/blog/openai-tracing-elastic-opentelemetry -
load_files — scikit-learn 1.7.0 documentation
description = None , categories = None , load_content = True , shuffle...shuffle = True , encoding = None , decode_error = 'strict' , random_state...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_files.html -
Orthogonal Matching Pursuit — scikit-learn 1.7....
data # y = Xw # |x|_0 = n_nonzero_coefs y , X , w = make_sparse_coded_signal...n_samples = 1 , n_components = n_components , n_features = n_features...scikit-learn.org/stable/auto_examples/linear_model/plot_omp.html -
install.rst.txt
tions: ========== Installing scikit-learn ========== There are...Installing the latest release ========== .. raw:: html <style> /*...scikit-learn.org/stable/_sources/install.rst.txt -
SplineTransformer — scikit-learn 1.7.0 document...
SplineTransformer ( n_knots = 5 , degree = 3 , * , knots = 'uniform' , extrapolation...extrapolation = 'constant' , include_bias = True , order = 'C' , sparse_output...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
SequentialFeatureSelector — scikit-learn 1.7.0 ...
n_features_to_select = 'auto' , tol = None , direction = 'forward' , scoring...scoring = None , cv = 5 , n_jobs = None ) [source] # Transformer...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
PowerTransformer — scikit-learn 1.7.0 documenta...
given by: if X >= 0 and lambda_ == 0 : X_original = exp ( X ) - 1...method = 'yeo-johnson' , * , standardize = True , copy = True )...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PowerTransformer.html