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Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
An MCP server & prompt runner for all of Docker. Simple Markdown. BYO LLM.
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
[ICLR 2025] Automated Design of Agentic Systems
Code for the Book Causal Inference in Python
The Book of Statistical Proofs
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
aloctavodia / preliz
Forked from arviz-devs/prelizTools to help you pick a prior
Figures and code examples from Bayesian Analysis with Python (third edition)
Solutions to exercises and homework for the second edition of Statistical Rethinking
Statistical Rethinking Course for Jan-Mar 2023
Code for the manim-generated scenes used in 3blue1brown videos
My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.
BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
Bayesian inference and posterior analysis for Python
Bayesian Modeling and Probabilistic Programming in Python
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
A collection of Bayesian data analysis recipes using PyMC3
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.