learned-index
Here are 30 public repositories matching this topic...
BWA-MEME: Faster BWA-MEM2 using learned-index
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- C++
A learned index structure
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- Jupyter Notebook
[VLDB 2022] High Performance Learned Index on Persistent Memory
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- C++
Benchmark for Sampling Applied Learned Indexes (SIGMOD '24)
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Official code of "PLEX: Towards Practical Learned Indexing", aka TrieSpline (AIDB @vldb'21)
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Learned Metric Index (LMI) is a machine learning based data structure for fast look-up of approximate nearest neighbors in complex data.
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- Python
🚀 The first learned approach to the Range Minimum Query (RMQ) problem, providing robust theoretical guarantees and novel space-time trade-offs.
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Implementation of the compact "Hist-Tree", Andrew Crotty || Used in PLEX.
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Platform-for-benchmarking-Branchy-vs-Branch-free-search in the learned index context
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A Go implementation of Microsoft's ALEX learned index
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- Go
A benchmarking platform to evaluate how Feed Forward Neural Networks can be effectively used as index data structures
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- Cuda
Internship project - learned index with support for concurrent writes
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Machine Learning based B+ Tree
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Modified Search on Sorted Data Benchmark for Branchy vs Branchfree study
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Compressed storage schemes for Piecewise-Linear Approximations (PLAs).
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A C++ project integrating a Recursive Model Index (RMI) into an LSM-style storage engine. Includes synthetic dataset generation, mmap-backed SST key lists, a learned index inference path, and full benchmarks to compare learned vs traditional index performance.
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- C++
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