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arima

ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting in the browser and Node.js

autoencoder

Autoencoder.js

blog

Personal blog

boruta.js

All-relevant feature selection method implemented in JavaScript

cplot

Generate SVG plots (with no browser dependency)

decision-tree-cart

Decision trees using CART implementation

dimred

Dimensionality reduction methods

fun-gen

Random function generator (wip, experimental)

gen

gpt-tfjs

GPT in TensorFlow.js

gzip-mean

A small experiment to further simplify the gzip-knn approach

heap-wasm

Heap (data structure) implemented with WebAssembly

importance

Permutation feature importance

impute

Impute missing values in a matrix with Random Forest (In progress)

jsmaker

Make a javascript module from any file

minima

Minima is a one-size-fits-all Jekyll theme for writers.

mkdata

Make synthetic datasets

ml-logistic-regression

ml-random-forest

Random forest for classification and regression.

modelzoo

TensorFlow.js models

murmurhash3-wasm

The MurmurHash3 hashing algorithm implemented with WebAssembly

mutual-information-dimension

MID (Mutual Information Dimension) for measuring statistical dependence between two random variables

native-forest

a 1500 lines simple C++ implementation of RandomForests with detailed comments

pie-gen

Another idea for a pie chart lib. Generate a simple SVG string. Made with Haxe, transpiled to PHP, JS, Python. (WIP)

ppo-tfjs

PPO in Tensorflow.js

random-forest

Random forests ported to Javascript with WebAssembly and WebWorkers

resample

Resampling methods

simple-svg-pie

svg pie chart with no dependencies (work in progress)

svg-pie

Pie chart UMD

tesseract

Tesseract Open Source OCR Engine (main repository)