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Reduce data dimensionality using curve fitting

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#python #machine-learning #scipy #scikit-learn #dimensionality-reduction
1.2k
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Random projection in Python Pandas using a dataframe containing NaN values

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#pandas #scikit-learn #projection #dimensionality-reduction #locality-sensitive-hash
686
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How to deal with different sizes of sentences when giving them as input to a Neural Network?

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#parsing #nlp #neural-network #theano #dimensionality-reduction
115
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Using Matlab, what's the best way to import a set of images into a data matrix so that I can run dimensionality reduction algorithms efficiently?

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#image #matlab #import #dimensionality-reduction
11k
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LDA ignoring n_components?

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#python #scikit-learn #dimensionality-reduction
1.5k
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In natural language processing (NLP), how do you make an efficient dimension reduction?

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#text #machine-learning #nlp #dimensionality-reduction #dimension-reduction
2.7k
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Dimensionality Reduction using Self Organizing Maps

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#som #dimensionality-reduction #uci
302
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How can I find a projection to preserve the relative value of inner product?

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#python #machine-learning #scikit-learn #dimensionality-reduction
4.1k
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Reducing dimensionality on training data with PCA in Matlab

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#matlab #linear-algebra #pca #dimensionality-reduction
1.5k
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Linear Discriminant Analysis transform function

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#python #machine-learning #scikit-learn #lda #dimensionality-reduction
766
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How to deal with singular matrix in Local linear embedding?

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#machine-learning #dimensionality-reduction
2.4k
Views

Optimal perplexity for t-SNE with using larger datasets (>300k data points)

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#algorithm #scikit-learn #hyperparameters #dimensionality-reduction #dimension-reduction
988
Views

Scatter plot of handwritten digits

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#machine-learning #scatter-plot #mnist #dimensionality-reduction
237
Views

Multinomial Naive Bayes raises error

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#weka #dimensionality-reduction #text-classification
232
Views

What is the effect of randomSeed on dimensionality reduction by random projection?

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#machine-learning #weka #random-seed #dimensionality-reduction
64
Views

What dimension is the gradient vector output of tSNE

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#python #gradient-descent #dimensionality-reduction #tsne #vector-space
500
Views

Can the results of UMAP for HDBScan clustering be made more consistent?

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#python #cluster-analysis #dimensionality-reduction #hdbscan #runumap
47
Views

How to find which are all 'X' features/dimensions are selected/deselected by - LDA dimensionality reduction technique

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#python #lda #dimensionality-reduction
2.5k
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How to evaluate the information retained in UMAP?

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#python #machine-learning #scikit-learn #data-science #dimensionality-reduction
334
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Dimensionality reduction on list of word vectors

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#python #tensorflow #dimensions #dimensionality-reduction

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