rmi
RadixSpline
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rmi | RadixSpline | |
---|---|---|
1 | 3 | |
51 | 114 | |
- | 1.8% | |
0.0 | 0.0 | |
almost 3 years ago | 8 months ago | |
Jupyter Notebook | C++ | |
Apache License 2.0 | MIT License |
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rmi
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Tracking mentions began in Dec 2020.
RadixSpline
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Self-indexing RDBMS? Could AI help?
RadixSpline
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PGM Indexes: Learned indexes that match B-tree performance with 83x less space
We index geospatial data using a learned index in this work (cf. Section 3): http://cidrdb.org/cidr2021/papers/cidr2021_paper19.pdf
What are some alternatives?
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fastai - The fastai deep learning library
homemade-machine-learning - 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
100DaysofMLCode - My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:
SOSD - A Benchmark for Learned Indexes
machine_learning_basics - Plain python implementations of basic machine learning algorithms
PGM-index - 🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes
la_vector - 🔶 Compressed bitvector/container supporting efficient random access and rank queries