Popularity

6.0

Declining

Activity

0.0

Stable

Stars 12

Watchers 3

Forks 3

Last Commit almost 6 years ago

Monthly Downloads: 9

Programming language: Haskell

License: BSD 3-clause "New" or "Revised" License

Tags: AI

HaVSA alternatives and similar packages

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hasktorch

9.9 0.0 HaVSA VS hasktorch

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grenade

9.9 0.0 HaVSA VS grenade

Deep Learning in Haskell

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opencv

9.5 0.0 HaVSA VS opencv

Haskell binding to OpenCV-3.x
hnn

9.3 0.0 HaVSA VS hnn

haskell neural network library
nn

9.2 0.0 HaVSA VS nn

A tiny neural network 🧠
tensor-safe

8.8 0.0 HaVSA VS tensor-safe

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

8.6 0.0 HaVSA 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.
CV

8.6 0.0 HaVSA VS CV

Haskell wrappers and utilities for OpenCV machine vision library
keera-posture

8.5 4.6 HaVSA VS keera-posture

Alleviate your back pain using Haskell and a webcam
HOpenCV

8.2 0.0 HaVSA VS HOpenCV

Haskell bindings for OpenCV
svm

7.8 0.0 HaVSA VS svm

A support vector machine implemented in Haskell.
genprog

7.6 0.0 HaVSA VS genprog

Genetic programming library
hopfield

7.4 0.0 HaVSA VS hopfield

hopfield
creatur

7.0 0.0 HaVSA VS creatur

Framework for artificial life and other evolutionary algorithms.
GA

6.9 0.0 HaVSA VS GA

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

6.8 0.0 HaVSA VS simple-genetic-algorithm

Simple parallel genetic algorithm implementation in pure Haskell
svm-simple

6.8 0.0 HaVSA VS svm-simple

Simplified interface to bindings-svm
cv-combinators

6.6 0.0 HaVSA VS cv-combinators

Functional Combinators for Computer Vision, currently using OpenCV as a backend
neet

6.5 0.0 HaVSA VS neet

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

6.4 0.0 HaVSA VS csp

Constraint satisfaction problem (CSP) solvers for Haskell
simple-neural-networks

6.2 0.0 HaVSA VS simple-neural-networks

Simple parallel neural networks implementation in pure Haskell
heukarya

5.9 0.0 HaVSA VS heukarya

genetic programming in haskell
HSGEP

5.2 0.0 HaVSA VS HSGEP

Haskell Gene Expression Programming Library
huff

5.0 0.0 HaVSA VS huff

A fast-forward based planner for Haskell
SimpleEA

4.9 0.0 HaVSA VS SimpleEA

A simple evolutionary algorithm framework for Haskell
nondeterminism

4.8 0.0 HaVSA VS nondeterminism

Nondeterministic computations in Haskell
smarties

4.6 0.0 HaVSA VS smarties

haskell behavior tree library
hmep

4.1 0.0 HaVSA VS hmep

Haskell Multi Expression Programming implemented with the focus on speed
finito

3.9 1.1 HaVSA VS finito

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

3.6 0.0 HaVSA VS fei-nn

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

3.6 0.0 HaVSA VS neural-network-base

Neural network framework in Haskell
CarneadesDSL

2.8 0.0 HaVSA VS CarneadesDSL

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

2.8 0.0 L1 HaVSA VS liblinear-enumerator

Haskell bindings to liblinear
Etage

2.1 0.0 HaVSA VS Etage

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

2.0 0.0 HaVSA VS fei-base

Yet another wrapper of mxnet in Haskell
mxnet-nn

1.8 HaVSA VS mxnet-nn

Train a neural network with MXNet in Haskell.
simple-genetic-algorithm-mr

1.8 0.0 HaVSA VS simple-genetic-algorithm-mr

Fork of simple-genetic-algorithm using MonadRandom
fei-examples

1.5 0.0 HaVSA VS fei-examples

fei examples
fei-dataiter

1.5 0.0 HaVSA VS fei-dataiter

Data Loading API of mxnet in Haskell
fei-cocoapi

1.2 0.0 HaVSA VS fei-cocoapi

Cocodataset with cocoapi
attoparsec-arff

0.8 0.0 HaVSA VS attoparsec-arff

An attoparsec-based parser for ARFF files in Haskell
sandlib

- - HaVSA VS sandlib

SAND data serialization and manipulation library
mxnet-dataiter

- HaVSA VS mxnet-dataiter

mxnet dataiters

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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README

HaVSA (Have-Saa) is a Haskell implementation of the Version Space Algebra Machine Learning technique described in Tessa Lau's PhD thesis (the link is for a journal version):

Tessa Lau, Steven Wolfman, Pedro Domingos, and Daniel S. Weld, Programming by Demonstration using Version Space Algebra, Machine Learning, 2003. (http://tlau.org/research/papers/mlj01-draft.pdf)

Documentation

[VSIntro Introduction to Version Space Algebra]

Publications about Version Space Algebra

A number of Version Spaces papers that I've come across are listed here

Contributors

HaVSA was created by Rogan Creswick

Other Implementations

If you're looking for an implementation in Java, you should check out JVersionSpaces

HaVSA

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