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saidalafghaniedsa's Projects

mml-book icon mml-book

Code / solutions for Mathematics for Machine Learning (MML Book)

monorepo icon monorepo

The mitosheet package, trymito.io, and other public Mito code.

monotonic-woe-binning-algorithm icon monotonic-woe-binning-algorithm

Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard models (pip install monotonic-binning)

nannyml icon nannyml

Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.

optbinning icon optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

pandera icon pandera

A light-weight, flexible, and expressive data validation library for dataframes

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pivot-table-with-python icon pivot-table-with-python

Penggunaan pivottable js yang interactive memudahkan untuk peninjauan data. lengkapnya di : https://pivottable.js.org/examples/

platypus icon platypus

A Free and Open Source Python Library for Multiobjective Optimization

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