Machine learning tools in JavaScript
JavaScript
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Support the dependencies of mljs/ml
Matrix manipulation and computation library
tiny binary search function with comparators
Get the maximum value in an array
Get the average value in an array
Get the median value in an array
Get the minimum value in an array
Get the most repeated value in an array
Normalize the values of a given array
Rescale an array into a range
Create an array with sequential numbers
Get the standard deviation in an array
Get the average value in an array
Get the variance in an array
Merge abscissa values if the ordinate value is in a list of centroids
Get the closest point for a specific abscissa value
Filter a XY array based on x values
Sort a set of point based on the abscissas values
Merge abscissa values on similar ordinates and keeps the abscissa with bigger ordinate value
Function to sum the y values if the x values are equals. The x array has to be ordered.
CART decision tree algorithm
Bit-array operations in JavaScript
Confusion matrix for supervised classification
Cross validation utility for mljs classifiers
Distance and similarity functions to compare vectors
Compute a distance/similarity matrix
Fast Combinatorial Non-negative Least Squares
Global Spectra Deconvolution
Open addressing hash table
Hierarchical clustering algorithms
A factory for kernel functions
K-Means clustering
k-nearest neighbors algorithm
Curve fitting method in javascript
Naive bayes library
non-negative Generalized Morphological Component Analysis
Principal component analysis
Find the maximum ordinate value in a range of abscissas of a {x:[], y:[]}
Partial least squares library
Choose randomly from a selection of elements
Random forest for classification and regression
Regression algorithms
Savitzky–Golay filter
Get the closest point for a specific abscissa value
feedforward neural networks library
Library providing tools to evaluate the performance of a classifier using for example ROC curves
Sparse matrix library
Calculate covariance
Function to fill an array in Javascript
Merge abscissa values on similar ordinates and weight the group of abscissa
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