Overview
Continuously refined list.
Vignettes
ML/AI/Data - Landscape
Comprehensive view of industry organized across core concepts. A couple ideas I needed to learn a bit more about Real Time Databases & Database Abstractions. The other observation is certain segments seems consolidated, while others are still shaking out (e.g. Data Governance). Additionally, I didn't realize the richness of data furnishers ecosystem.
Links
- temporian
- functime
- Uber Time Series
- autogluon Automated feature engineering
- featuretools: An open source python framework for automated feature engineering.
- TSFEL: TSFEL assists researchers on exploratory feature extraction tasks on time series without requiring significant programming effort.
- tsflex: tsflex is a toolkit for flexible time series processing & feature extraction, that is efficient and makes few assumptions about sequence data.
- Evidence BI: Cool idea of markdown for reporting layer
- Amazon LLM - transformation
- chart examples