Popular GitHub Repositories for Loops

CLU lets you write beautiful training loops in JAX.

ACP（Agent Control Plane）是一个分布式代理调度器，其设计目标是简洁、清晰和易于控制。它专为无需监控即可运行的外部循环代理而设计，这些代理执行异步工具调用，例如请求人工反馈以处理关键操作。完全支持MCP。

Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research

Formal Verification of Neural Feedback Loops (NFLs)

Real-time guardrail that shows token spend & kills runaway LLM/agent loops.

A Python library for machine-learning and feedback loops on streaming data

Transformer Groove Infilling implementation, part of my Master Thesis: Completing Audio Drum Loops with Transformer Neural Networks, under the supervision of Sergi Jordà and Behzad Haki at the Music Technology Group at the Universitat Pompeu Fabra (Barcelona).

A cost estimator for OpenAI API calls in tqdm loops.

[IEEE TSIPN' 2022] "Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks", by Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, and Brian M. Sadler

Used the Functional API to built custom layers and non-sequential model types in TensorFlow, performed object detection, image segmentation, and interpretation of convolutions. Used generative deep learning including Auto Encoding, VAEs, and GANs to create new content.

AI-powered Kanban board with Claude Code automation. Tasks, real-time execution, feedback loops.

Modular Python coding agent with graph-based task planning, ReAct loops, and built-in toolchains for terminal automation.

Different from the common practice of MNIST image recognition using CNN algorithm, I apply Numpy and OpenCV to extract relevant features from each MNIST figure, and then trains Xgboost recognition model. After gradually adjusting parameters, the accuracy of the optimal model on the test set can reach 88%. In additon, since I've made extensive use of the broadcasting-mechanism of NumPy instead of loops when coding, the code can run at an excellent speed.

Generative Feedback Loops with Neon serverless Postgres, Azure Functions, and Azure OpenAI

?? Python + AI Guide Your ultimate roadmap to master Python & dive into AI! ? From basics like variables & loops to advanced OOP, decorators, and real-world AI projects. Perfect for leveling up step-by-step! ?✨

Human-in-the-loop feedback loops within the Rich Context knowledge graph

A custom GPT designed to craft creative, concise prompts with self-improving feedback loops.

Feedback Loops in Generative AI

A simple chatbot written in python which takes in user audio input, displays it in text and performs operations.

This repository contains the codebase for an AI Coding Assistant designed for introductory programming courses. Students complete contextualised exercises to earn badges on programming topics (e.g., For Loops, While Loops). The AI provides help only for concepts unlocked through earned badges, promoting active learning and skill-building.