Top 23 Memoization Open-Source Projects

• Joblib

  2 3,666 7.7 Python

  Computing with Python functions.

  

• memoize-one

  2 2,912 0.0 TypeScript

  A memoization library which only remembers the latest invocation

• SurveyJS

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• fast-memoize.js

  1 2,573 0.0 JavaScript

  :rabbit2: Fastest possible memoization library

• cached

  3 1,382 8.6 Rust

  Rust cache structures and easy function memoization

• re-reselect

  1 1,072 7.8 TypeScript

  Enhance Reselect selectors with deeper memoization and cache management.

• moize

  2 872 4.1 TypeScript

  The consistently-fast, complete memoization solution for JS

• Verge

  0 619 8.8 Swift

  🟣 A robust Swift state-management framework designed for complex applications, featuring an integrated ORM for efficient data handling.

  

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• memo_wise

  3 540 6.3 Ruby

  The wise choice for Ruby memoization

  

• Cachier

  0 514 8.6 Python

  Persistent, stale-free, local and cross-machine caching for Python functions.

  

• comemo

  1 378 5.6 Rust

  Incremental computation through constrained memoization.

  

Project mention: Durable Incrementality | news.ycombinator.com | 2023-07-25

I wonder how this compares to comemo [1] [2], they're both memoization frameworks with "tricks" to limit invalidation.

The trick in comemo's blog post is to make the dependencies fine-grained, by tracking and only comparing what parts of them are actually used; while the trick here is to have functions depend on other outputs instead of the root input, so changes don't propagate all the way.

[1] https://laurmaedje.github.io/posts/comemo/

[2] https://github.com/typst/comemo

• micro-memoize

  1 228 4.3 TypeScript

  A tiny, crazy fast memoization library for the 95% use-case

• bkt

  14 213 7.3 Rust

  a subprocess caching utility, available as a command line binary and a Rust library.

• memery

  1 163 5.0 Ruby

  A gem for memoization in Ruby

• remember-go

  0 137 0.0 Go

  Cache Slow Database Queries

  

• purefun

  2 105 9.2 Java

  Functional Programming library for Java

• bash-cache

  6 68 0.0 Shell

  Transparent caching layer for bash functions; particularly useful for functions invoked as part of your prompt.

• LruClockCache

  8 59 5.3 C++

  A low-latency LRU approximation cache in C++ using CLOCK second-chance algorithm. Multi level cache too. Up to 2.5 billion lookups per second.

• bit-stream

  0 57 7.4 Haskell

  Lazy infinite compact streams with cache-friendly O(1) indexing and applications for memoization (by Bodigrim)

• Invokable

  0 43 3.2 Ruby

  Objects are functions! Treat any Object or Class as a Proc (like Enumerable but for Procs).

• monad-memo

  0 29 0.0 Haskell

  Memoization monad transformer

• cacheme-go

  2 24 2.6 Go

  🚀 Schema based, typed Redis caching/memoize framework for Go

• SymfonyMemoizeBundle

  2 19 4.8 PHP

  Symfony bundle for class/method memoization

• michie

  1 18 4.7 Rust

  A Rust attribute macro that adds memoization to a function (rhymes with Mickey)

  

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Memoization related posts

• New release of bkt, a subprocess caching utility

  5 projects | /r/commandline | 12 Apr 2023

• Passing a command with double quotes to a function

  2 projects | /r/bash | 13 Apr 2023

• What is the best memoization library?

  3 projects | /r/typescript | 11 Jun 2022

• Ruby memoization: what it is, when to use it, what the dangers are

  1 project | /r/ruby | 10 May 2022

• New package: Symfony Memoize bundle

  2 projects | /r/PHP | 2 Feb 2022

• Optimizing performance in MemoWise, a new memoization gem

  2 projects | /r/ruby | 16 Jul 2021

• Introducing: MemoWise

  1 project | /r/rails | 11 Jul 2021
• A note from our sponsor - SaaSHub
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