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StatSim

@statsimcom

Statistical Simulation and Bayesian Inference in the Browser 🎲

statsim.com
Joined September 2018
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  • Following9
  • Followers22
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wlearn is an open-source classical ML toolkit for JavaScript: boosted trees, random forests, GAMs, SVMs, clustering, nearest neighbors and more, powered by WebAssembly and native C11 implementations. wlearn.org/

wlearn

Classical machine learning in the browser and Node.js via WebAssembly

wlearn.org
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Just released polygrad 0.4.2: a portable tensor engine for Python, Node.js and browsers. It's a C11 port of tinygrad's core with Python/JS frontends, WASM/WebGPU/CUDA/CPU/X86 backends, plus exportable artifacts. Available on npm and PyPi as polygrad. github.com/polygrad/polygrad

GitHub - polygrad/polygrad: C11 port of tinygrad

C11 port of tinygrad. Contribute to polygrad/polygrad development by creating an account on GitHub.

github.com
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Polygrad is experimental. Much of the code was produced by recent Codex and Claude models with human supervision. If it matures past this research stage (hopefully), it will power the probabilistic inference engine and ml applications we are building.
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StatSim Profile update: new data profiling core for faster streaming stats, browser profiling now runs in a Web Worker to keep the UI responsive on large files, plus URL-based data loading and CLI tooling. Try: github.com/statsim/profile
GitHub - statsim/profile: StatSim Profile. Generate data profiles in the browser

GitHub - statsim/profile: StatSim Profile. Generate data profiles in the browser

StatSim Profile. Generate data profiles in the browser - statsim/profile

github.com
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statsim.com/profile/
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🎉 We're back! After a few years of inactivity, we're excited to announce the release of StatSim 0.13.2. Featuring a flow-based model editor and a revamped user interface. As before, it's fully open-source and free. Check the latest version on statsim.com/app
Image from StatSim (@statsimcom)
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Some examples: github.com/statsim/examples/…
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Training an XGBoost model in the browser using WebAssembly and Web Workers
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Bayesian conversion rate calculator (web) statsim.com/models/conversio… #mcmc #inference

StatSim Models ~ Conversion rate estimation

A simple probabilistic model that calculates a website conversion rate given two params (number of total visitors and number of conversions). The output measures uncertainty about the true value of...

statsim.com
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StatSim 0.10.0 is out! New graph engine, icons, function blocks and UI improvements.
Image from StatSim (@statsimcom)
StatSim 0.9.0 is out featuring units, parallel simulations and numerous bug fixes. You can now add units to your data, "guess" units automatically in expressions, run the same model using multiple chains simultaneously.
Image from StatSim (@statsimcom)
Image from StatSim (@statsimcom)
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Web: statsim.com/app/ Download: github.com/statsim/app/relea… (Windows, Linux)
StatSim 0.8.1 has landed with an updated algorithm for time series modeling and improved UI.
Image from StatSim (@statsimcom)
Image from StatSim (@statsimcom)
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StatSim 0.8.0 is now available, featuring a reactive table editor for model data, probability density charts (KDE) and performance improvements.
Image from StatSim (@statsimcom)
Image from StatSim (@statsimcom)
StatSim 0.7.2 is out bringing performance improvements, preview mode and updated mobile UI 🎉
Image from StatSim (@statsimcom)
Image from StatSim (@statsimcom)
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StatSim 0.7.0 is now available, bringing neural nets to your models! Play with multilayer neural networks in your browser. Compile StatSim projects to html files or system binaries using server-side processing. Couple of new UI and architectural changes are now available. #ML
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Web: statsim.com/app/ Download: github.com/statsim/app/relea…
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Image from StatSim (@statsimcom)
Image from StatSim (@statsimcom)
StatSim 0.6.1 is out, featuring numerous bug fixes, MAP estimates, descriptive statistics, autocovariograms. You can also download binaries for Windows and Linux to use StatSim offline! github.com/statsim/app/relea…
Release v0.6.1 · statsim/app

Release v0.6.1 · statsim/app

Changes Electron-based x64 binaries for Windows and Linux MAP estimates Summary block (Mean, Variance, Std, Min, Max, Median) based on online-stats Autocovariogram Bug Fixes Analyze boolean and ...

github.com
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