Binary Fuse Filters: Fast and Smaller Than XOR Filters

https://arxiv.org/abs/2201.01174

#HackerNews #BinaryFuseFilters #FastAlgorithms #XORFilters #DataStructures #MachineLearning

Sorted string tables (SST) from first principles

https://www.bitsxpages.com/p/sorted-string-tables-sst-from-first

#HackerNews #SortedStringTables #SST #DataStructures #FirstPrinciples #TechInsights

Lessons from Hash Table Merging

https://gist.github.com/attractivechaos/d2efc77cc1db56bbd5fc597987e73338

#HackerNews #Lessons #HashTables #Merging #Programming #Algorithms #DataStructures

This book provides a comprehensive introduction to the foundational concepts of machine learning (ML) and deep learning (DL). It bridges the gap between theoretical mathematics and practical application, focusing on Python as the primary programming language for implementing key algorithms and data structures. The book covers a wide range of topics, including basic and advanced Python programming, fundamental mathematical operations, matrix operations, linear algebra, and optimization techniques crucial for training ML and DL models.

Questo libro fornisce un'introduzione completa ai concetti fondamentali di machine learning (ML) e deep learning (DL). Colma il divario tra matematica teorica e applicazione pratica, concentrandosi su Python come linguaggio di programmazione principale per l'implementazione di algoritmi e strutture dati chiave.

https://arxiv.org/abs/2410.19849

@informatica

#python #datastructures #deeplearning #machinelearning

This book provides a comprehensive introduction to the foundational concepts of machine learning (ML) and deep learning (DL). It bridges the gap between theoretical mathematics and practical application, focusing on Python as the primary programming language for implementing key algorithms and data structures. The book covers a wide range of topics, including basic and advanced Python programming, fundamental mathematical operations, matrix operations, linear algebra, and optimization techniques crucial for training ML and DL models.

Questo libro fornisce un'introduzione completa ai concetti fondamentali di machine learning (ML) e deep learning (DL). Colma il divario tra matematica teorica e applicazione pratica, concentrandosi su Python come linguaggio di programmazione principale per l'implementazione di algoritmi e strutture dati chiave.

https://arxiv.org/abs/2410.19849

@informatica

#python #datastructures #deeplearning #machinelearning

Functional Flocking Quadtree in ClojureScript

https://www.lbjgruppen.com/en/posts/flocking-quadtrees

#HackerNews #Functional #Flocking #Quadtree #ClojureScript #DataStructures #FlockingAlgorithm

Fast, Memory-Efficient Hash Table in Java: Borrowing the Best Ideas

https://bluuewhale.github.io/posts/building-a-fast-and-memory-efficient-hash-table-in-java-by-borrowing-the-best-ideas/

#HackerNews #FastHashTable #MemoryEfficiency #Java #Programming #DataStructures

A "Frozen" Dictionary for Python

https://lwn.net/SubscriberLink/1047238/25c270b077849dc0/

#HackerNews #Frozen #Dictionary #Python #Programming #DataStructures #TechNews

Functional Quadtrees

https://lbjgruppen.com/en/posts/functional-quadtree-clojure

#HackerNews #FunctionalQuadtrees #Clojure #Programming #Algorithms #DataStructures #TechNews

Bloom filters are good for search that does not scale

https://notpeerreviewed.com/blog/bloom-filters/

#HackerNews #BloomFilters #SearchTech #NonScaling #DataStructures #HackerNews

Lenses in Julia

https://juliaobjects.github.io/Accessors.jl/stable/lenses/

#HackerNews #Lenses #Julia #Accessors #FunctionalProgramming #DataStructures

Sick: Indexed deduplicated binary storage for JSON-like data structures

https://github.com/7mind/sick

#HackerNews #Sick #Indexed #Binary #Storage #JSON #Deduplication #DataStructures