Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.

About Awesome things towards foundation agents. Papers / Repos / Blogs / ...

🔥Highlighting the top ML papers every week.

Source code behind the python-patterns.guide site by Brandon Rhodes

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

MLX: An array framework for Apple silicon

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…

I am trying to describe complex matters in simple doodles!

This repository will contain the code associated to the scripts I've been writing in my medium articles

POC

KServe ModelMesh Demo

Sample code and configuration files from the Designing Distributed Systems book.

Python Deep Dive Course - Accompanying Materials

Cats-Dogs Classification with Pre-trained Renset using MLStack (Kubernetes + Argo + MLFlow + DVC + Minio + Kserve)

This Project is part of an MLOps stack am trying to create and test using (Kuberntes, Argo, MLFlow, DVC ...)

This Repo is demo of the MLStack project that include multiple open source MLOps library in one pack! this repo is only for demo

Deploying Kubeflow with Argo CD

Examples and materials for RabbitMQ in Depth

📈 Log and track ML metrics, parameters, models with Git and/or DVC

A Docker-based Data Science cookiecutter (for myself)

Real-Time Data Processing Pipeline & Visualization with Docker, Spark, Kafka and Cassandra

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Repository containing notebooks of my posts on Medium