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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.
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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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 | |
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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 |