nondeterminism alternatives and similar packages

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grenade

9.9 5.6 nondeterminism VS grenade

Deep Learning in Haskell
hasktorch

9.9 7.2 nondeterminism VS hasktorch

Tensors and neural networks in Haskell

WorkOS - The modern identity platform for B2B SaaS

The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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opencv

9.5 0.0 nondeterminism VS opencv

Haskell binding to OpenCV-3.x
hnn

9.3 0.0 nondeterminism VS hnn

haskell neural network library
nn

9.1 0.0 nondeterminism VS nn

A tiny neural network 🧠
tensor-safe

8.8 0.0 nondeterminism VS tensor-safe

A Haskell framework to define valid deep learning models and export them to other frameworks like TensorFlow JS or Keras.
CV

8.6 0.0 nondeterminism VS CV

Haskell wrappers and utilities for OpenCV machine vision library
moo

8.6 0.0 nondeterminism VS 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 initialization, death penalty, constrained selection without a penalty function. Multi-objective optimization: NSGA-II and constrained NSGA-II.
keera-posture

8.4 4.7 nondeterminism VS keera-posture

Alleviate your back pain using Haskell and a webcam
HOpenCV

8.1 0.0 nondeterminism VS HOpenCV

Haskell bindings for OpenCV
svm

7.6 0.0 nondeterminism VS svm

A support vector machine implemented in Haskell.
genprog

7.5 0.0 nondeterminism VS genprog

Genetic programming library
hopfield

7.3 0.0 nondeterminism VS hopfield

hopfield
creatur

7.2 0.0 nondeterminism VS creatur

Framework for artificial life and other evolutionary algorithms.
GA

7.0 0.0 nondeterminism VS GA

Haskell module for working with genetic algorithms
simple-genetic-algorithm

6.9 0.0 nondeterminism VS simple-genetic-algorithm

Simple parallel genetic algorithm implementation in pure Haskell
svm-simple

6.8 0.0 nondeterminism VS svm-simple

Simplified interface to bindings-svm
csp

6.5 0.0 nondeterminism VS csp

Constraint satisfaction problem (CSP) solvers for Haskell
cv-combinators

6.4 0.0 nondeterminism VS cv-combinators

Functional Combinators for Computer Vision, currently using OpenCV as a backend
simple-neural-networks

6.2 0.0 nondeterminism VS simple-neural-networks

Simple parallel neural networks implementation in pure Haskell
heukarya

5.9 0.0 nondeterminism VS heukarya

genetic programming in haskell
neet

5.9 0.0 nondeterminism VS neet

Neuroevolution of Augmented Topologies (NEAT) -- in Haskell
HaVSA

5.7 0.0 nondeterminism VS HaVSA

HaVSA (Have-Saa) is a Haskell implementation of the Version Space Algebra Machine Learning technique described by Tessa Lau.
smarties

5.3 0.0 nondeterminism VS smarties

haskell behavior tree library
huff

5.0 0.0 nondeterminism VS huff

A fast-forward based planner for Haskell
SimpleEA

5.0 0.0 nondeterminism VS SimpleEA

A simple evolutionary algorithm framework for Haskell
HSGEP

4.8 0.0 nondeterminism VS HSGEP

Haskell Gene Expression Programming Library
finito

4.1 1.8 nondeterminism VS finito

A constraint solver for finite domains, written in Haskell.
fei-nn

4.1 0.0 nondeterminism VS fei-nn

High level APIs for leaveraging neural networks with MXNet in Haskell
neural-network-base

3.9 0.0 nondeterminism VS neural-network-base

Neural network framework in Haskell
hmep

3.7 0.0 nondeterminism VS hmep

Haskell Multi Expression Programming implemented with the focus on speed
Etage

2.5 0.0 nondeterminism VS Etage

A general data-flow framework featuring nondeterminism, laziness and neurological pseudo-terminology.
fei-base

2.5 0.0 nondeterminism VS fei-base

Yet another wrapper of mxnet in Haskell
attoparsec-arff

2.2 0.0 nondeterminism VS attoparsec-arff

An attoparsec-based parser for ARFF files in Haskell
CarneadesDSL

2.2 0.0 nondeterminism VS CarneadesDSL

An implementation and DSL for the Carneades argumentation model.
liblinear-enumerator

2.2 0.0 L1 nondeterminism VS liblinear-enumerator

Haskell bindings to liblinear
fei-examples

2.0 0.0 nondeterminism VS fei-examples

fei examples
fei-dataiter

1.9 0.0 nondeterminism VS fei-dataiter

Data Loading API of mxnet in Haskell
mxnet-nn

1.8 nondeterminism VS mxnet-nn

Train a neural network with MXNet in Haskell.
fei-cocoapi

1.7 0.0 nondeterminism VS fei-cocoapi

Cocodataset with cocoapi
simple-genetic-algorithm-mr

1.3 0.0 nondeterminism VS simple-genetic-algorithm-mr

Fork of simple-genetic-algorithm using MonadRandom
mxnet-dataiter

- nondeterminism VS mxnet-dataiter

mxnet dataiters
sandlib

- - nondeterminism VS sandlib

SAND data serialization and manipulation library

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They vary from L1 to L5 with "L5" being the highest.

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README

Nondeterminism

This package is available via Hackage where its documentation resides.

This provides nondeterministic computations in Haskell. It implements an Amb monad in which you can perform nondeterministic choices along with a monad transformer version, AmbT.

Amb

An example which finds Pythagorean triplets up to a certain size, project Euler problem 9.

import Control.Monad
import Control.Monad.Amb
pyTriple :: (Num t, Ord t) => t -> Amb r (t, t, t)
pyTriple n = do a <- anIntegerBetween 1 n
                b <- anIntegerBetween (a + 1) n
                c <- anIntegerBetween (b + 1) n
                when (a*a + b*b /= c*c) empty
                return (a,b,c)
length $ allValues $ pyTriple 100

More examples can be found in tests/test.hs.