There are 4 repositories under learned-index topic.
A learned index structure
A read-optimized learned index for unsorted data
Learned Metric Index (LMI) is a machine learning based data structure for fast look-up of approximate nearest neighbor queries for complex data
A benchmarking platform to evaluate how Feed Forward Neural Networks can be effectively used as index data structures
Platform-for-benchmarking-Branchy-vs-Branch-free-search in the learned index context
Internship project - learned index with support for concurrent writes
A library including collection of methods for performing element search in ordered tables
Modified Search on Sorted Data Benchmark for Branchy vs Branchfree study
SOFTWARE-FOR-LEARNED-BINARY-AND-INTERPOLATION-SEARCH
This repository contains the implementation code for my personal study of the "Sparse Numerical Array-Based Range Filters" (SNARF) data structure by exploring the integration of various non-linear kernel functions.
PoC - De Bruijn graph with PGMIndex
YongZhang's Page