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Doni Suhartono's Projects

bestcovid19_bot-dialogflow icon bestcovid19_bot-dialogflow

This chatbot developed using Dialoglow,python,flask,MongoDB and deployed on Telegram and pivotal cloud foundary. search @bestcovid19_bot on telegram app

conda icon conda

Specifying a conda environment with `environment.yml`

iv-and-woe-python icon iv-and-woe-python

This repository contains analysis of churn in telephone service company (using IV and WOE), comparison of effect size and information value and quick tutorial how to use information value module (created for this analysis).

marketing-analytics-with-r icon marketing-analytics-with-r

Foundations of Marketing Analytics - ESSEC Business school via Coursera.org. Customer segmentation and clustering

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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)

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

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