#jupyter_notebook #augmentation #data_augmentation #data_science #feature_engineering #feature_extraction #machine_learning #tabular_data #time_series

https://github.com/firmai/deltapy

#python #affine_transformation #augment_images #augmentation #bounding_boxes #contrast #crop #deep_learning #heatmap #image_augmentation #images #keypoints #machine_learning #polygon #segmentation_maps

https://github.com/aleju/imgaug

#go #ai #augmentation #flourishing #life #work

`fabric` is an open-source tool that helps you use AI to make your life easier. It lets you apply AI to various everyday tasks by using something called "Patterns," which are like pre-made instructions for the AI. You can use `fabric` to summarize long texts, extract important parts from videos or podcasts, write essays, create social media posts, and much more. It's easy to install and set up, and you can even create your own custom Patterns. The tool is designed to help humans work better with AI, making it simpler to integrate AI into your daily life. This makes it easier to manage and use AI prompts without getting overwhelmed by too many options.

https://github.com/danielmiessler/fabric

#typescript #ai #augmentation #humans #productivity

PAI is open-source Personal AI Infrastructure that builds on tools like Claude Code to create your custom AI assistant. It learns your goals, preferences, and history from files like MISSION.md and GOALS.md, uses modular packs for skills like research or security, and improves via feedback in an Observe-Think-Plan-Execute-Learn loop. Install easily with git clone and a wizard for a full system in minutes. This magnifies your abilities, activates your potential, saves time on repetitive tasks, and makes elite AI accessible to everyone—not just experts—helping you achieve more with less effort.

https://github.com/danielmiessler/Personal_AI_Infrastructure