Exploring hyperparameter optimization with the Keras Tuner

Stable Diffusion AWS Extension User Guide

Deploy Stable Diffusion Model on Amazon SageMaker Endpont

StyleGAN - Official TensorFlow Implementation

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

This is a supporting repository for the journal article https://towardsdatascience.com/introduction-to-matrix-profiles-5568f3375d90.

Unsupervised Data Augmentation (UDA)

Download data from Census API

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

re_data - fix data issues before your users & CEO would discover them 😊

Fully unit tested utility functions for data engineering. Python 3 only.

Functions for price index economics.

A curated list of practical financial machine learning tools and applications.

A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.

All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.

170+ solutions to Hackerrank.com practice problems using Python 3, С++ and Oracle SQL

An example R package

Uplift modeling and causal inference with machine learning algorithms

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

Python Class created to address problems regarding Digital Marketing Attribution.

ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based m…

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

A PoC for a fractional attribution model leveraging first order Markov Chains.

Sample codes, blogs, and demos on how to use Amazon AppFlow.

Jupyter Notebook Conversion

A container that provides local versions of the ECS Task Metadata Endpoint and ECS Task IAM Roles Endpoint.