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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

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.

nnet icon nnet

Simple implementation of neural networks in python

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

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