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NBC News Site Map
k-o p-s t-z AUTHORS a-e f-j k-o p-s t-z MORE HOME PAGE U.S. NEWS...Map NBC News Logo Sections U.S. News Politics World Local Business...www.nbcnews.com/archive -
PYPL PopularitY of Programming Language index
[s] while C programming has only 11 million. [s] This explains...in CSV format, [s] and analyze it with python's pandas. We first...pypl.github.io/PYPL.html -
Putting it all together — scikit-learn 1.4.2 do...
1 ] return "predicted: %s \n true: %s " % ( pred_name , true_name...X_train ) print ( "done in %0.3f s" % ( time () - t0 )) eigenfaces...scikit-learn.org/stable/tutorial/statistical_inference/putting_together.html -
Unsupervised learning: seeking representations ...
normal ( size = S . shape ) # Add noise >>> S /= S . std ( axis...tooth signal >>> S = np . c_ [ s1 , s2 , s3 ] >>> S += 0.2 * np ....scikit-learn.org/stable/tutorial/statistical_inference/unsupervised_learning.html -
sklearn.cluster.affinity_propagation — scikit-l...
affinity_propagation ( S , * , preference = None , convergence_iter...the User Guide . Parameters : S array-like of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.cluster.affinity_propagation.html -
cross_validation.rst.txt
print("%s %s" % (train, test)) [2 3] [0 1]...in rkf.split(X): ... print("%s %s" % (train, test)) ... [2 3]...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
sklearn.manifold.locally_linear_embedding — sci...
S. & Saul, L. Nonlinear dimensionality...high-dimensional data. Proc Natl Acad Sci U S A. 100:5591 (2003). [ 3 ] Zhang,...scikit-learn.org/stable/modules/generated/sklearn.manifold.locally_linear_embedding.html -
4.1. Partial Dependence and Individual Conditio...
point \(x_S\) is defined as: \[\begin{split}pd_{X_S}(x_S) &\overset{def}{=}...\mathbb{E}_{X_C}\left[ f(x_S, X_C) \right]\\ &= \int f(x_S, x_C) p(x_C) dx_C,\end{split}\]...scikit-learn.org/stable/modules/partial_dependence.html -
sklearn.random_projection.SparseRandomProjectio...
with probability 1 - 1 / s +sqrt(s) / sqrt(n_components) with...the projected data. If we note s = 1 / density the components of...scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html -
1.2. Linear and Quadratic Discriminant Analysis...
one given by Ledoit and Wolf’s formula used with shrinkage=”auto”....X_k^tX_k = \frac{1}{n - 1} V S^2 V^t\) where \(V\) comes from...scikit-learn.org/stable/modules/lda_qda.html