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Top 23 Haskell AI Projects
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Grenade is fun, but it does not support CUDA, so it will limit you. I would say that this was a great experiment that has influenced the Hasktorch library in different ways (let me know if I am wrong).
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Project mention: Trying out Hasktorch but ghc supported versions conflicts on MacOS M1/2 | reddit.com/r/haskell | 2023-03-13
I assume you are getting https://github.com/hasktorch/hasktorch/issues/631? I suspect you need to upgrade to GHC 9.2 to work reliably on M1.
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tensor-safe
A Haskell framework to define valid deep learning models and export them to other frameworks like TensorFlow JS or Keras.
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moo
Genetic algorithm library for Haskell. Binary and continuous (real-coded) GAs. Binary GAs: binary and Gray encoding; point mutation; one-point, two-point, and uniform crossover. Continuous GAs: Gaussian mutation; BLX-α, UNDX, and SBX crossover. Selection operators: roulette, tournament, and stochastic universal sampling (SUS); with optional niching, ranking, and scaling. Replacement strategies: generational with elitism and steady state. Constrained optimization: random constrained initializatio
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SonarQube
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bps
Haskell and Scala translations of Truth Maintenance Systems and other tools from Forbus and de Kleer's Building Problem Solvers.
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HaVSA
HaVSA (Have-Saa) is a Haskell implementation of the Version Space Algebra Machine Learning technique described by Tessa Lau.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-03-13.
Haskell AI related posts
- I made a ChatGPT front-end for LocalAI's self hosted model backend!
- Trying out Hasktorch but ghc supported versions conflicts on MacOS M1/2
- Is Haskell okay for prototyping machine learning models for research (discovery and exploration)
- Need help Integrating Hasktorch into my Haskell Jupyter environment using Nix
- Haskell deep learning tutorials [Blog]
- base case
- looking for simple regression (or classification) library
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A note from our sponsor - ONLYOFFICE
www.onlyoffice.com | 31 May 2023
Index
What are some of the best open-source AI projects in Haskell? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | grenade | 1,418 |
| 2 | hasktorch | 951 |
| 3 | opencv | 151 |
| 4 | nn | 122 |
| 5 | hnn | 112 |
| 6 | tensor-safe | 98 |
| 7 | moo | 56 |
| 8 | keera-posture | 51 |
| 9 | CV | 51 |
| 10 | svm | 34 |
| 11 | genprog | 23 |
| 12 | HOpenCV | 22 |
| 13 | creatur | 21 |
| 14 | GA | 18 |
| 15 | bps | 15 |
| 16 | csp | 14 |
| 17 | neet | 13 |
| 18 | simple-neural-networks | 13 |
| 19 | HaVSA | 12 |
| 20 | cv-combinators | 12 |
| 21 | simple-genetic-algorithm | 12 |
| 22 | finito | 10 |
| 23 | huff | 9 |
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