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aws-ml-note

Machine Learning Note

basic-ml-oop

clogistic

Logistic regression with bound and linear constraints. L1, L2 and Elastic-Net regularization.

credit-score

SAS | Program for building a Credit Score

data_mining_self_learn-with-sas

dm-flow

Library of SAS Enterprise Miner process flow diagrams to help you learn by example about specific data mining topics.

end-to-end-data-science-sas

Code repository for the End-to-End Data Science in SAS book

event-notebooks

rapid_credit_scorecard

home-credit-default-risk

Objective of this competition is to use historical loan application data to predict whether or not an applicant will be able to repay a loan.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

mob_woe

Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development

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)

oops_ml

An object oriented approach to develop ETL pipelines, train machine learning/deep learning models and easy inference along with API endpoints implemented using pyramid web framework with Swagger UI API documentation.

prediction

probability

public-github

Repository for GH public projects

python---learning

sas--scorecard-scale

sas-python-work

sas-viya-dmml-pipelines

Code examples and supporting materials for data mining and machine learning techniques on the SAS Viya environment.

showcase

time-series-classification

classification of activity time series by 7 targets, and different users.