TranslatedOpen-source manuscript of 《深入理解 AI Infra:量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
Real-time monitor and web admin for Celery distributed task queue
Self hosted FLOSS fitness/workout, nutrition and weight tracker
Securely and anonymously share files, host websites, and chat with friends using the Tor network
3D printer / slicing GUI built on top of the Uranium framework
Largest list of models for Core ML (for iOS 11+)
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html
An all-in-one hacking tool to remotely take over Android devices.
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
Simple and extensible administrative interface framework for Flask
Event-driven networking engine written in Python.
- python
- twisted
- async
- async-python
An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.
Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
Emulator for rapid prototyping of Software Defined Networks
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Python module that makes working with XML feel like you are working with JSON
Convolutional Neural Network for Text Classification in Tensorflow
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
The Penetration Testers Framework (PTF) is a way for modular support for up-to-date tools.