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Bunch — scikit-learn 1.7.2 documentation
all items from D. # copy ( ) → a shallow copy of D # fromkeys (...set-like object providing a view on D's items # keys ( ) → a set-like...scikit-learn.org/stable/modules/generated/sklearn.utils.Bunch.html -
2.2. Manifold learning — scikit-learn 1.7.2 doc...
is \(O[D \log(k) N \log(N)] + O[D N k^3] + O[N d^6] + O[d N^2]\)...is \(O[D \log(k) N \log(N)] + O[D N k^3] + O[k^2 d] + O[d N^2]\)...scikit-learn.org/stable/modules/manifold.html -
1.8. Cross decomposition — scikit-learn 1.7.2 d...
\(X \in \mathbb{R}^{n \times d}\) and \(Y \in \mathbb{R}^{n \times...compute \(u_k \in \mathbb{R}^d\) and \(v_k \in \mathbb{R}^t\)...scikit-learn.org/stable/modules/cross_decomposition.html -
pydata-sphinx-theme.js
(\d+)(?:\.([x*]|\d+)(?:\.([x*]|\d+)(?:\.([x*]|\d+))?(?:...version",l.appendChild(d),l.append(p),d.appendChild(u),u.appe...scikit-learn.org/stable/_static/scripts/pydata-sphinx-theme.js -
Trump threatens to send the military to Baltimo...
D.C. Boston Bay Area South Florida...National Guard to Washington, D.C., this month. Jacquelyn Martin...www.nbcnews.com/politics/white-house/trump-threatens-military-baltimore-crime-key-bridge-funding-... -
2.5. Decomposing signals in components (matrix ...
document \(d \in D\) , draw the topic proportions \(\theta_d \sim ...to the definitions of \(d_{KL}\) and \(d_{IS}\) respectively. NMF...scikit-learn.org/stable/modules/decomposition.html -
Isomap — scikit-learn 1.7.2 documentation
frobenius_norm[K(D) - K(D_fit)] / n_samples Where D is the matrix...isomap kernel: K(D) = -0.5 * (I - 1/n_samples) * D^2 * (I - 1/n_samples)...scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html -
5.2. Permutation feature importance — scikit-le...
dataset (training or validation) \(D\) . Compute the reference score...of the model \(m\) on data \(D\) (for instance the accuracy for...scikit-learn.org/stable/modules/permutation_importance.html -
1.6. Nearest Neighbors — scikit-learn 1.7.2 doc...
samples in \(D\) dimensions, this approach scales as \(O[D N^2]\) ....approximately \(O[D \log(N)]\) KD tree query time changes with \(D\) in a...scikit-learn.org/stable/modules/neighbors.html -
bootstrap.js
((D={})[C]=A?"0":"",D[T]=E?"0":"",D.transform=(O....,a.x=a.left,a.y=a.top,a}(L(D)?D:D.contextElement||q(t.elemen...scikit-learn.org/stable/_static/scripts/bootstrap.js