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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

  • accelerator
  • ai-infra
  • ai-infrastructure
  • book

Impress your boss and turn a Jupyter notebook into a beautiful, shareable web app — no callbacks, no frontend, no rewrite.

  • notebook-jupyter
  • notebooks-jupyter
  • notebook-application
  • notebook-publish

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

ansible-lint checks playbooks for practices and behavior that could potentially be improved and can fix some of the most common ones for you

  • ansible
  • ansible-lint
  • pre-commit-hook
  • hacktoberfest

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

  • ipyleaflet
  • folium
  • mapping
  • python

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks