Max Mynter - Full Stack Machine Learning Engineer. Explore my blog and portfolio. Multiple years of experience in data science, software engineering, and machine learning.
GitHub - apple/embedding-atlas: Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata. - apple/embedding-atlas
35% off our evals course: https://bit.ly/evals-ai
Vincent introduces Marimo, a reactive notebook environment. He walks us through the features of Marimo, including interactive and reactive charts and widget integration. Vincent demonstrates how you can use these components to build annotation apps for evals. Vincent also highlights differences between Marimo and traditional Jupyter Notebooks.
Links:
1. Repo w/notebook: https://github.com/koaning/molabel
2. Vincen'ts drawing pad: https://www.amazon.com/Inspiroy-H640P-Graphics-Battery-Free-Sensitivity/dp/B075T6MTJX
3. Vincent's sites: https://koaning.io , and https://calmcode.io/
00:00 Introduction to Data Science Journey
00:27 Exploring the Chick Weight Dataset
00:57 Interactive Data Analysis with Marimo
02:04 Importance of Looking at Data
03:32 Advanced Data Visualization Techniques
05:14 Introduction to Marimo's Unique Features
06:44 Reactive Programming in Marmo
12:50 AI Integration and Custom Rules
15:30 Marimo's Storage and Export Options
27:16 Advanced Visualization and Annotation
37:10 Introduction to Any Widget
37:45 Building Custom Widgets
38:56 Showcasing the Scatter Widget
40:29 Defining Widgets with Any Widget
45:58 Annotation Widgets and Their Uses
52:14 Exploring More Widget Capabilities
01:01:32 Marimo's App Mode and Deployment
01:03:37 Final Thoughts and Future Directions
01:04:45 Q&A and Closing Remarks
Julius is a powerful AI data analyst that helps you analyze and visualize your data. Chat with your data, create graphs, build forecasting models, and more.
Sourcetable is an AI spreadsheet that helps you analyze data and create reports. Chat with your data, create charts and graphs, build financial models, + more.
spiceai/spiceai: A unified SQL query interface and portable runtime to locally materialize, accelerate, and query data tables sourced from any database, data warehouse, or data lake.
A unified SQL query interface and portable runtime to locally materialize, accelerate, and query data tables sourced from any database, data warehouse, or data lake. - spiceai/spiceai
Alchemite™ Analytics accelerates innovation through applied machine learning. Get deep insights into real-world, sparse and noisy, experimental and process data, Reduce the number of experiments required to achieve your goals by 50-80%.
Wizard of Wikipedia is a large dataset with conversations directly grounded with knowledge retrieved from Wikipedia. It is used to train and evaluate dialogue systems for knowledgeable open dialogue with clear grounding