Best Machine Learning Software in 2024

6.0

★★★★★

Conjecture

Conjecture is a framework for building machine learning models in Hadoop using the Scalding DSL that enable the development of statistical models as viable components in a wide range of product settings.

Simplistic - G2 User in Computer Software

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6.0

★★★★★

DecisionTree.jl

DecisionTree.jl is a Julia classifier with the implimentation of the ID3 algorithm with post pruning (pessimistic pruning), parallelized bagging (random forests), adaptive boosting (decision stumps), cross validation (n-fold) and support for mixed nominal and numerical data.

Decision tree helps navigate through the internet - G2 User in Media Production

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6.0

★★★★★

Genetic Algorithms for Go/Golang

go-galib is a genetic algorithms for Go/Golang

A great use genetic resource for population genetics - G2 User in Research

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6.0

★★★★★

Disco Project

Disco is a lightweight, open-source framework for distributed computing based on the MapReduce paradigm it distributes and replicates data, and schedules jobs efficiently it includes the tools need to index billions of data points and query them in real-time.

Good e-discovery document review platform - G2 User in Law Practice

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6.0

★★★★★

Encog Machine Learning Framework

Encog is an advanced machine learning framework that supports a variety of advanced algorithms, as well as support classes to normalize and process data, its training algoritms are multi-threaded and scale well to multicore hardware and can also make use of a GPU to further speed processing time. A GUI based workbench is also provided to help model and train machine learning algorithms.

Decent Java-based Machine Learning Framework - G2 User in Research

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5.0

★★★★★

MILK

Milk is a machine learning toolkit in Python that focuses on supervised classification with several classifiers available: SVMs (based on libsvm), k-NN, random forests, decision trees. It also performs feature selection. These classifiers can be combined in many ways to form different classification systems.

Positive - Krysten R.

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5.0

★★★★★

Apache PredictionIO

Apache PredictionIO is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task.

I would use this again. It wasn't too slow - G2 User in Wireless

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4.0

★★★★★

rapaio

rapaio is a statistics, data mining and machine learning toolbox

Nice Java tool box for ML and Data Mining - G2 User in Computer Software

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2.0

★★★★★

shaman

shaman is a Machine Learning library for node.js that supports both simple linear regression and multiple linear regression.

Has good potential - G2 User in Real Estate

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10.0

★★★★★

REP

Reproducible Experiment Platform (REP) is a software infrastructure to support collaborative ecosystem for computational science it is a Python based solution for research teams that allows running computational experiments on shared datasets, obtaining repeatable results, and consistent comparisons of the obtained results.

Nice software - Nick L.

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10.0

★★★★★

Numenta

Numenta is a machine intelligence solution that delivers capabilities and demonstrates a computing approach based on biological learning principles to help you manage your business.

Numenta has Brilliant people working there - User in Higher Education

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10.0

★★★★★

SimpleAI

SimpleAI simple artificial intelligence utilities that allows user to define problems and look for the solution with different strategies.

Same as the name - simple and easy-to-use AI library for python - Rishab G.

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10.0

★★★★★

Accord.MachineLearning

Accord.MachineLearning contains Support Vector Machines, Decision Trees, Naive Bayesian models, K-means, Gaussian Mixture models and general algorithms such as Ransac, Cross-validation and Grid-Search for machine-learning applications.

C# Advanced Machine Learning through Accord.NET - cedric h.

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10.0

★★★★★

Accord.NET

Accord.NET Framework is a .NET machine learning framework combined with audio and image processing libraries completely written in C#, it is a framework for building production-grade computer vision, computer audition, signal processing and statistics applications even for commercial use

Generally good - gahungu J.

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10.0

★★★★★

PredictionBuilder

PredictionBuilder is a library for machine learning that builds predictions using a linear regression.

Much more than a great CRM - Henry M.

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10.0

★★★★★

SuperLearner

SuperLearner is a package that implements the super learner prediction method and contains a library of prediction algorithms to be used in the super learner.

Beautiful tools made for complete ease and Simplicity. - AYUSH V.

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10.0

★★★★★

Brushfire

Brushfire is a framework for distributed supervised learning of decision tree ensemble models in Scala.

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Platforms: Mac, Win, Linux

Price: $$$$$

Business Size: 0

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10.0

★★★★★

SHOGUN

SHOGUN is large scale machine learning toolbox that unified large-scale learning for a broad range of feature types and learning settings, like classification, regression, or explorative data analysis.

Love Shogun! - Ilana S.

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Platforms: Mac, Win, Linux

Price: $$$$$

Business Size: 1

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0.0

★★★★★

Verfacto

Verfacto is a machine-learning tool that unifies customer data from scattered sources, blends it with behavioural data, and turns into insights that help e-commerce businesses to approach the right audience with the right message, adjust acquisition channels according to customers lifetime value, upsell and cross-sell effectively, make discounts only if they have a positive effect, and more.

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0.0

★★★★★

MorphL AI

MorphL is an AI platform that helps e-commerce companies make intelligent decisions, accelerate growth, and personalize experiences. MorphL consists of a suite of 10 machine learning models that are fully automated, that can be used across the enterprise, across the full customer journey, and are platform agnostic. MorphL is funded via Techstars Montreal AI, Google DNI, and European Data Incubator.

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0.0

★★★★★

ANOLYTICS

Anolytics offers data, image, text and video annotation service for computer vision and machine learning process. Companies working on AI-based machine learning technologies and looking to develop a fully-functional model can get high quality annotated image and text data here with complete security and privacy with cost-effective pricing as per needs.

Best Data Annotation - Agency in Information Technology and Services

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0.0

★★★★★

B2Metric ML Studio

B2Metric ML Studio is an industry-oriented machine learning pipeline automation solution for big data predictive analytics problem solution suits for startups and enterprises.

Improvement results are above our expectations - Г–zkan .

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Languages supported: English, Turkish

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0.0

★★★★★

zAdviser

zAdviser uses machine learning to find correlations between developer behaviors and key performance indicators (KPIs) based on DevOps data and Compuware product usage data. zAdviser captures a broad range of metrics to help teams improve quality, velocity and efficiency—including usage of specific Compuware tools and tool functions, source code management (SCM) KPIs and diverse DevOps performance parameters across teams, individual users and ...

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