Stars
Statistical Rethinking course winter 2022
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
A Python package to assess and improve fairness of machine learning models.
Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling
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 ;)
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Ansible-based solution for rapidly deploying a Docker containerized cloud media server.
Fit interpretable models. Explain blackbox machine learning.
A file dump of the assignments for Intro to Mathematical Thinking on Coursera. There are no solutions, just the assignments/readings.
Install & Setup Script for Moonlight within RetroPie 4.2+
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Statistical Rethinking course in pymc3
A SQLAlchemy like ORM implementation using python-arango as the backend library
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
fklearn: Functional Machine Learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"
Repository for storing the python solutions to coursera's course about Data Structured and Algorithms
A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow
Chrome extension to play Netflix in 1080p and 5.1
This repository is for the Udacity Cource "Linear Algebra Refresher"