PGM-index
frugally-deep
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PGM-index | frugally-deep | |
---|---|---|
6 | 5 | |
751 | 1,043 | |
- | - | |
2.8 | 8.0 | |
7 days ago | 7 days ago | |
C++ | C++ | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
PGM-index
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Self-indexing RDBMS? Could AI help?
PGM Index
- Piecewise Geometric Model Index
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Manticore Search 5
Manticore Columnar Library uses Piecewise Geometric Model index, which exploits a learned mapping between the indexed keys and their location in memory. The succinctness of this mapping, coupled with a peculiar recursive construction algorithm, makes the PGM-index a data structure that dominates traditional indexes by orders of magnitude in space while still offering the best query and update time performance.
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PGM Indexes: Learned indexes that match B-tree performance with 83x less space
Yep, I'm working on a multidimensional version that I hope to upload to the main repo (https://github.com/gvinciguerra/PGM-index) in a few weeks.
frugally-deep
- Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++
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Ask HN: What side projects landed you a job?
The interview for my current job first went mediocre, but by talking about frugally-deep (a side project of mine) I was able to excite my (now) employer. :-)
https://github.com/Dobiasd/frugally-deep
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Way to convert keras based model to C++.
Did you work through the FAQ here: https://github.com/Dobiasd/frugally-deep/blob/master/FAQ.md
- Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD. r/circuitpython - Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD.
What are some alternatives?
ALEX - A library for building an in-memory, Adaptive Learned indEX
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
manticoresearch - Easy to use open source fast database for search | Good alternative to Elasticsearch now | Drop-in replacement for E in the ELK soon
tensorflow - An Open Source Machine Learning Framework for Everyone
robin-map - C++ implementation of a fast hash map and hash set using robin hood hashing
tiny-cnn - header only, dependency-free deep learning framework in C++14
sdsl-lite - Succinct Data Structure Library 3.0
Taskflow - A General-purpose Parallel and Heterogeneous Task Programming System
SOSD - A Benchmark for Learned Indexes
Genann - simple neural network library in ANSI C
RadixSpline - A Single-Pass Learned Index
nano