dougkelly Goto Github PK

asl-ml-immersion

autogpt

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

courseraforums

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

dbscan

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

dk_churnmodel

Churn Model created for GalvanizeU Data Science Leadership & Entrepreneurism course

doing_bayesian_data_analysis

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

intro2functprogscala

Work Associated w/ Functional Programming Principles in Scala MOOC

learningtoprograminpython

This is my first repository on Github

mlops-amazon-sagemaker

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

mlops-on-gcp

notebooks

Notebooks using the Hugging Face libraries 🤗

pipelines

Machine Learning Pipelines for Kubeflow

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

sagemaker-experiments

Personal laboratory for SageMaker experiments

smartmeterresearch

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

tcav

Code for the TCAV ML interpretability project

tfx

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

topicmodeling_hilaryclintonemails

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

training-data-analyst

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