asavinov/lambdo
View on GitHub ↗ ★ 26 Python
Feature engineering and machine learning: together at last!
9 mentions on Hacker News by 1 person: 1 story, 8 comments · first 2018-08-15 · latest 2021-05-10
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Here is another project based on the same idea of processing data using functions : https://github.com/asavinov/lambdo - Feature engineering and machine learning: together at last! Yet, here the focus is on feature engineering and…
comment by asavinov · 2021-05-10 · in Show HN: Functions matter – an alternative to SQL and map-reduce data processing -
…map-reduce): https://github.com/asavinov/prosto - Functions matter! No join-groupby, No map-reduce. https://github.com/asavinov/lambdo - Feature engineering and machine learning: together at last!
comment by asavinov · 2021-01-22 · in Why isn't differential dataflow more popular? -
…Another system where such an approach was implemented, called incremental evaluation, is Lambdo: https://github.com/asavinov/lambdo - Feature engineering and machine learning: together at last! Yet, this Python library relies on a…
comment by asavinov · 2021-01-22 · in Why isn't differential dataflow more popular? -
…from data. For example, I developed a toolkit intended for combining feature engineering and ML: https://github.com/asavinov/lambdo - Feature engineering and machine learning: together at last! (Currently, it is not actively developed and…
comment by asavinov · 2020-12-23 · in Show HN: Feature Processing in Go -
…- creating and testing machine learning features, with a scikit-learn compatible API o https://github.com/asavinov/lambdo - Feature engineering and machine learning: together at last! The workflow engine allows for integrating feature…
comment by asavinov · 2019-02-14 · in The Unreasonable Effectiveness of Deep Feature Extraction -
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Show HN: Lambdo – Feature engineering and machine learning togetherstory by asavinov · 2018-12-03 · 24 comments
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…features from heterogeneous data sources. There exist the following frameworks for that purpose: o https://github.com/asavinov/lambdo - Combines feature engineering and data mining with strong focus on time series analysis o…
comment by asavinov · 2018-09-11 · in Forecasting: Principles and Practice -
Another project relying on lamdas for data processing https://github.com/asavinov/lambdo yet focused more on feature engineering and ML
comment by asavinov · 2018-08-27 · in Databot: High-performance Python data-driven programming framework -
…data analysis engine radically changing the way batch and stream data is processed [3] https://github.com/asavinov/lambdo - A column-oriented approach to feature engineering. Feature engineering and machine learning: together at last!…
comment by asavinov · 2018-08-15 · in Cost of a Join