This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

A tutorial about RAG and Graph database at Pydata London 2024

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

Python packaging and dependency management made easy

Hands-on Notebook for Hyperparameter Optimization Tutorial

codes and data related to the paper "A Method for Estimating Individual Socioeconomic Status of Twitter Users".

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and mo…

TriggerMesh is the open-source AWS EventBridge alternative. It provides a unified eventing experience, a developer-friendly CLI, and runs on Docker or natively on Kubernetes.

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Never use print for debugging again

Usage of python-poetry with private repos in Docker

Always know what to expect from your data.

Assessing whether data from database complies with reference information.

Notebooks for the tutorial

A light-weight, flexible, and expressive statistical data testing library

World Mortality Dataset: international data on all-cause mortality.

Google's Operations Research tools: