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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
Real-time monitor and web admin for Celery distributed task queue
Securely and anonymously share files, host websites, and chat with friends using the Tor network
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
A free, online learning platform to make quality education accessible for all.
A Python scikit for building and analyzing recommender systems
OpenShot Video Editor is an award-winning free and open-source video editor for Linux, Mac, and Windows, and is dedicated to delivering high quality video editing and animation solutions to the world.
Common User Passwords Profiler (CUPP)
OpenMMLab's next-generation platform for general 3D object detection.
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
📚 Parameterize, execute, and analyze notebooks
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
Awesome autocompletion, static analysis and refactoring library for python
Repository tracking all OpenStack repositories as submodules. Mirror of code maintained at opendev.org.
Emulator for rapid prototyping of Software Defined Networks
common data analysis and machine learning tasks using python
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.
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Familiar asyncio ORM for python, built with relations in mind
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
Markdown Presentations for Tech Conferences, Training, Developer Advocates, and Educators.
Automatically visualize your pandas dataframe via a single print! 📊 💡