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sklearn.preprocessing.LabelBinarizer — scikit-l...
The 2-d matrix should only contain 0 and...n_classes) Target values. The 2-d matrix should only contain 0 and...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelBinarizer.html -
sklearn.gaussian_process.kernels.DotProduct — s...
coefficients of \(x_d (d = 1, . . . , D)\) and a prior of \(N(0,...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.DotProduct.html -
sklearn.gaussian_process.kernels.Matern — sciki...
\frac{\sqrt{2\nu}}{l} d(x_i , x_j )\Bigg)\] where \(d(\cdot,\cdot)\)...\Bigg( \frac{\sqrt{2\nu}}{l} d(x_i , x_j ) \Bigg)^\nu K_\nu\Bigg(...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Matern.html -
1.2. Linear and Quadratic Discriminant Analysis...
training sample \(x \in \mathcal{R}^d\) : \[P(y=k | x) = \frac{P(x |...\[P(x | y=k) = \frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2}...scikit-learn.org/stable/modules/lda_qda.html -
sklearn.preprocessing.OrdinalEncoder — scikit-l...
“a” and “d” are considered infrequent and..."b" ] * 20 + [ "c" ] * 10 + [ "d" ] * 3 + [ np . nan ]], ... dtype...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OrdinalEncoder.html -
sklearn.gaussian_process.kernels.ExpSineSquared...
\text{exp}\left(- \frac{ 2\sin^2(\pi d(x_i, x_j)/p) }{ l^ 2} \right)\]...periodicity of the kernel and \(d(\cdot,\cdot)\) is the Euclidean...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html -
1.10. Decision Trees — scikit-learn 1.4.2 docum...
dataset \(D\) is defined as follows: \[\mathrm{LL}(D, T) = -\frac{1}{n}...y_i) \in D} \sum_k I(y_i = k) \log(T_k(x_i))\] where \(D\) is a...scikit-learn.org/stable/modules/tree.html -
It's sort of like Minority Report, I guess. | M...
Now I wish they'd put it up while I was there --...Virtual Earth, and others). I'd be happy to answer questions about...www.metafilter.com/74346/Its-sort-of-like-Minority-Report-I-guess -
Statistical learning: the setting and the estim...
takes a dataset (usually a 2-d array): >>> estimator . fit (...scikit-learn.org/stable/tutorial/statistical_inference/settings.html -
CareFREE drumming | MetaFilter
could take up painting fantasy/D&D miniatures again like I did through...could take up painting fantasy/D&D miniatures again like I did through...www.metafilter.com/203447/CareFREE-drumming