zemlyansky

Building open-source tools for data analysis and modeling at @statsim

@statsim Kiev, Ukraine

Pinned Repositories

webppl
Probabilistic programming for the web
Language:JavaScript614 52 50489
app
StatSim. Bayesian inference and statistical simulations in the browser
Language:JavaScript21 3 12
profile
Profile. Generate data profiles in the browser (work in progress)
Language:JavaScript3 2 00
vis
Visualize high-dimensional data
Language:JavaScript4 3 01
arima
ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting in the browser and Node.js
Language:JavaScript70 5 1416
autoencoder
Autoencoder.js
Language:JavaScript4 4 01
boruta.js
All-relevant feature selection method implemented in JavaScript
Language:JavaScript2 4 11
gpt-tfjs
GPT in TensorFlow.js
Language:JavaScript24 6 25
ppo-tfjs
PPO in Tensorflow.js
Language:JavaScript13 4 33
random-forest
Random forests ported to Javascript with WebAssembly and WebWorkers
Language:JavaScript20 4 33

zemlyansky's Repositories

zemlyansky/arima
ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting in the browser and Node.js
Language:JavaScript70 5 1416
zemlyansky/gpt-tfjs
GPT in TensorFlow.js
Language:JavaScript24 6 25
zemlyansky/random-forest
Random forests ported to Javascript with WebAssembly and WebWorkers
Language:JavaScript20 4 33
zemlyansky/ppo-tfjs
PPO in Tensorflow.js
Language:JavaScript13 4 33
zemlyansky/autoencoder
Autoencoder.js
Language:JavaScript4 4 01
zemlyansky/boruta.js
All-relevant feature selection method implemented in JavaScript
Language:JavaScript2 4 11
zemlyansky/cplot
Generate SVG plots (with no browser dependency)
Language:JavaScript2 3 00
zemlyansky/dimred
Dimensionality reduction methods
Language:JavaScript2 3 0
zemlyansky/importance
Permutation feature importance
Language:JavaScript2 4 1
zemlyansky/heap-wasm
Heap (data structure) implemented with WebAssembly
Language:JavaScript1 3 0
zemlyansky/jsmaker
Make a javascript module from any file
Language:JavaScript1 3 0
zemlyansky/mkdata
Make synthetic datasets
Language:JavaScript1 3 0
zemlyansky/mutual-information-dimension
MID (Mutual Information Dimension) for measuring statistical dependence between two random variables
Language:C1 2 0
zemlyansky/native-forest
a 1500 lines simple C++ implementation of RandomForests with detailed comments
Language:C++1 2 0
zemlyansky/resample
Resampling methods
Language:JavaScript1 3 0
zemlyansky/tinyexpr.js
Emscripten port of TinyExpr expression compiler and evaluation engine
Language:JavaScript1
zemlyansky/blog
Personal blog
Language:Python3 0
zemlyansky/decision-tree-cart
Decision trees using CART implementation
Language:JavaScript2 0
zemlyansky/fun-gen
Random function generator (wip, experimental)
Language:JavaScript3 0
zemlyansky/gen
Language:Haxe3 0
zemlyansky/gzip-mean
A small experiment to further simplify the gzip-knn approach
Language:Python2 0
zemlyansky/impute
Impute missing values in a matrix with Random Forest (In progress)
Language:JavaScript3 0
zemlyansky/minima
Minima is a one-size-fits-all Jekyll theme for writers.
Language:SCSS2 0
zemlyansky/ml-logistic-regression
Language:JavaScript2 0
zemlyansky/ml-random-forest
Random forest for classification and regression.
Language:JavaScript2 0
zemlyansky/modelzoo
TensorFlow.js models
Language:TypeScript2 3
zemlyansky/tesseract
Tesseract Open Source OCR Engine (main repository)
Language:C++2 0
zemlyansky/webppl
Probabilistic programming for the web
Language:JavaScript3 0
zemlyansky/xgboost-sync
A port of XGBoost to javascript with emscripten
Language:C2 0
zemlyansky/zemlyansky.github.io
Language:HTML