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Michael Galvin's Projects

-subscription-customer-or-regular-customer icon -subscription-customer-or-regular-customer

Machine Learning to determine if the customer will be a monthly subscription customer (Like Dollar Shave Club, Spotify, Pandora or a Amazon Prime Member), or will they just remain a regular/free customer?

alibi-detect icon alibi-detect

Algorithms for outlier, adversarial and drift detection

applied-ml icon applied-ml

๐Ÿ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

atd icon atd

Anomalous Topic Discovery

awesome-notebooks icon awesome-notebooks

A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.

bayesianmmm icon bayesianmmm

(ml) - python implementation of bayesian media mix modelling with shape and carryover effect

bayespy icon bayespy

Bayesian Python: Bayesian inference tools for Python

chat-with-github-repo icon chat-with-github-repo

This repository contains two Python scripts that demonstrate how to create a chatbot using Streamlit, OpenAI GPT-3.5-turbo, and Activeloop's Deep Lake.

cvxpy icon cvxpy

A Python-embedded modeling language for convex optimization problems.

datachad icon datachad

Ask questions about any data source by leveraging langchains

fableforge icon fableforge

Generate a picture book from a single prompt using OpenAI function calling, replicate, and Deep Lake

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

jarvisbase icon jarvisbase

Question-answering chatbot using OpenAI's GPT-3.5-turbo model, DeepLake for the vector database, and the Whisper API for voice transcription. The chatbot also uses Eleven Labs to generate audio responses.

machine-learning-to-predict-customer-loyalty-trajectory icon machine-learning-to-predict-customer-loyalty-trajectory

Customer loyalty is the strength of the relationship a customer has with a business as manifested by customer purchasing more and at high frequency. There are various signal or events related to a customerโ€™s engagement with a business. Some examples are transactions, customer service calls and social media comments.

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

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