Popular GitHub Repositories for Designing Friction

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

? ????? about ????, ??????, and ?????? ??? for free by designing, training, and deploying a real-time financial advisor LLM system ~ ?????? ???? + ????? & ??????? ?????????

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

? ??? ???? ????? ?-????? ????? ????????? | ????? ??? & ????? for free by designing, building and deploying an end-to-end ML batch system ~ ?????? ???? + 2.5 ????? ?? ??????? & ????? ?????????

AI-in-a-Box leverages the expertise of Microsoft across the globe to develop and provide AI and ML solutions to the technical community. Our intent is to present a curated collection of solution accelerators that can help engineers establish their AI/ML environments and solutions rapidly and with minimal friction.

This repository contains the source code of our work on designing efficient CNNs for computer vision

A differentiable physics engine for robotics

[ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

A Jax-based library for designing and training transformer models from scratch.

Python library for designing and training your own Diffusion Models with PyTorch.

[ICCV 2023] BlendFace: Re-designing Identity Encoders for Face-Swapping https://arxiv.org/abs/2307.10854

Learn how to train a quadruped robot to walk using reinforcement learning, from defining actions and observations to designing rewards and transitioning from simulation to reality.

A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps required to build AND OPERATE ML products in production. It is a must-read for ML practitioners and Software Engineers Transitioning into ML.

Project is about designing a Trained Neural Network on FPGA to classify an Image Input using CNN.

DeepArchitect: Automatically Designing and Training Deep Architectures

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

Guide for designing adaptive, scalable, and secure enterprise multi-agent systems

Master the art of designing and organizing AI agents. Learn to automate complex, multi-step business processes by creating specialized AI agent teams using the open-source library crewAI.

DrugGPT: A GPT-based Strategy for Designing Potential Ligands Targeting Specific Proteins

?⓿ KubeZero (also, Kube0 and K0) is a production-ready zero-friction Platform Orchestrator with GitOps designed for multi-environment Cloud Native setup.