Doug Kelly

NIM Agent Blueprint for generative AI-based virtual screening on Azure Kubernetes Service

Smart Meter Disaggregation + Energy Savings Recommender application using Postgres, Redshift, Kinesis, Spark (ongoing)

An experimental open-source attempt to make GPT-4 fully autonomous.

Personal laboratory for SageMaker experiments

Notebooks using the Hugging Face libraries 🤗

Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker

No description provided.

GalvanizeU Machine Learning & Natural Language Processing Final Project. Explored topic modeling approaches in Python to summarize emails by latent foreign policy topics using Non-Negative Matrix Factorization and LDA approaches in Sklearn

No description provided.

TFX is an end-to-end platform for deploying production ML pipelines

Machine Learning Pipelines for Kubeflow

Code for the TCAV ML interpretability project

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

My implementation of DBSCAN algorithm in Python. Part of GalvanizeU Machine Learning coursework.

Churn Model created for GalvanizeU Data Science Leadership & Entrepreneurism course

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Anonymized versions of the discussion threads from the forums of 60 Coursera MOOCs

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

Work Associated w/ Functional Programming Principles in Scala MOOC

This is my first repository on Github