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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
A PyTorch Library for Accelerating 3D Deep Learning Research
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Self hosted file converter and compression tool for images, video, audio, json, excel and more. Supports over 3,000 conversions!
Convert your KiCAD board into a nicely looking 2D drawing suitable for pinout diagrams
An open-source application for biological image analysis
Automated 3D cell detection in very large images
A tool for cell instance aware segmentation in densely packed 3D volumetric images
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
3D shape analysis using deep learning
A python package to analyze the matrix fiber orientation and intensity around cells in fiber matrices (as a proxy for cellular forces).