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undata's Projects

auto_ml icon auto_ml

Automated machine learning for analytics & production

credit-risk icon credit-risk

Credit Risk - IRB Model Validation - BASEL Requirement

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

gbdt icon gbdt

A simple GBDT in Python

gbdt_lr icon gbdt_lr

Implementation of ADKDD'14 paper from Facebook

gbdt_lr_in_recsys icon gbdt_lr_in_recsys

Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.

go-cleanarch icon go-cleanarch

Clean architecture validator for go, like a The Dependency Rule and interaction between packages in your Go projects.

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

ks icon ks

Kolmogorov-Smirnov test in python

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

pyrolite icon pyrolite

Java and .NET interface to Python's pickle and Pyro protocols

pyscorecard icon pyscorecard

Python client for submitting PMML ScoreCard models and queries against them to OpenScoring

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