Building open-source tools for data analysis and modeling at @statsim
arima. ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting in the browser and Node.js
101gpt-tfjs. GPT in TensorFlow.js
33random-forest. Random forests ported to Javascript with WebAssembly and WebWorkers
24ppo-tfjs. PPO in Tensorflow.js
18autoencoder. Autoencoder.js
6murmurhash3-wasm. The MurmurHash3 hashing algorithm implemented with WebAssembly
3boruta.js. All-relevant feature selection method implemented in JavaScript
3dimred. Dimensionality reduction methods
2importance. Permutation feature importance
2svg-pie. Pie chart UMD
2cplot. Generate SVG plots (with no browser dependency)
2jsmaker. Make a javascript module from any file
1mkdata. Make synthetic datasets
1resample. Resampling methods
1tinyexpr.js. Emscripten port of TinyExpr expression compiler and evaluation engine
1heap-wasm. Heap (data structure) implemented with WebAssembly
1