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Top Rated Machine Learning Software with Linux

Last updated: August 2026

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26 software options

SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Rayven logo

Operational software for an AI-powered world.

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Rayven turns fragmented IT, OT + IoT data into an AI data fabric - then lets you build custom apps, AI agents, automations, and dashboards on top. Works alongside existing systems. Two to 12 weeks to go-live.

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Cheat Layer logo

Cloud-based business automation solution

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Cheat Layer builds automation for you from end-to-end in simple, natural, language using a custom trained GPT-4 model. It builds and schedules automation for you just like a conversation with an engineer.

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Neural Designer logo

Code-Free Data Science and Machine Learning Platform

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Neural Designer is a user-friendly app for data science and machine learning.

It allows you to build AI-powered applications without coding or building block diagrams.

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Composable DataOps Platform logo

Business intelligence platform for application development

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Composable is an integrated DataOps platform and business intelligence (BI) solution that helps enterprises automate data orchestration and application development processes using artificial intelligence (AI) technology. Businesses can utilize the data catalog module to clone and share data.

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Database Performance Analyzer logo

Monitoring and tuning for cloud & hybrid environments

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Database Performance Analyzer from SolarWinds is a monitoring tool used for preventing and solving application performance issues in AWS and Azure

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AeroMegh logo

Transform Drone Data into Actionable Insights

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A SaaS platform called AeroMegh offers a variety of tools to turn drone data into useful insights. From flying and collecting drone data to processing and analysing drone data, AeroMegh offers a range of services. Three products make up AeroMegh's end-to-end offering.

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Talla logo

AI-powered automation solution for streamlining support

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Talla facilitates integration with existing third-party applications and workflows to help businesses develop machine learning models of routine tasks, resolve frequent queries, and improve the productivity of agents.

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MySQL logo

One database service for transactions, analytics, and ML

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MySQL is a relational database management system (RDBMS) designed to help businesses record, update, and manage data and deploy cloud-native applications. Features include data masking and de-identification, multi-document transaction support, intrusion detection, alerts & configuration management.

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PLANET AI logo

Intelligent document analysis software suite

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PLANET AI’s Intelligent Document Analysis (IDA) software suite offers comprehensive capabilities for customers with the common desire for short time-to-value automation and high-quality data capture, extraction, and understanding.

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Mona logo

Intelligent monitoring for AI

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Mona is the leading monitoring solution that helps businesses avoid any associated risks with business KPIs, provides confidence in model performance, & saves precious work hours for your data teams. Mona was recognized by Gartner in the 2021 Cool Vendors in Enterprise AI Operationalization Report.

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KNIME Analytics Platform logo

Make sense of data, together

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KNIME enables users to analyze, upskill, and scale data science without the need for coding. It's a complete platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.

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Anaimo AI SDK logo

Turn challenges into benefits

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Anaimo AI SDK is a complete software development kit to create and deploy applications using artificial neural networks.

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Edge Delta logo

Automated Observability

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Edge Delta is a new way to do observability. We process your data as it's created and give you the freedom to route it anywhere. Make observability costs predictable, surface the most useful insights, and shape your data however you need.

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Industrytics logo

360° Decision Intelligence for your medium-sized business.

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With industrytics, you can automatically connect, analyse and visualise all metrics and data about your business and feedback from your stakeholders in an intelligent 360° business dashboard and receive data-driven and AI-powered improvement suggestions for your SME business.

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Pachyderm logo

The Leader in Data Versioning and Pipelines for MLOps

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Pachyderm is the leader in data versioning and pipelines for MLOps. We help data science teams operationalize the data tasks in their ML lifecycle to iterate on data more quickly & reliably. Pachyderm’s data foundation allows data science teams to automate & scale their machine learning lifecycle.

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Altair SLC logo

Data mining and analysis software

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Altair SLC (formerly WPS Analytics) runs programs written with SAS language syntax without translation and without licensing other third-party products. Altair SLC is built to handle high levels of throughput and reduces clients’ capital costs and operating expenses.

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Seeker logo
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Electronic discovery software

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Seeker is an electronic discovery solution that helps businesses chat securely and access organization's content through an advanced AI chat platform. Employing retrieval-augmented generation (RAG) technology and the power of quantum computing, SEEKER excels in sifting through expansive data sets to deliver reliable insights and optimization strategies.

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Modzy logo
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Run AI anywhere - from the enterprise to the edge.

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Modzy is an enterprise software platform that enables teams to build AI solutions for any use case across a wide range of industries. With fast AI model deployment, APIs for easy integration, and the ability to run models anywhere, teams use Modzy to build AI solutions faster, from cloud to edge.

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MindsDB logo
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Making Enterprise Data Intelligent and Responsive for AI

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MindsDB is the only AGI data solution that connects and unifies petabyte scale enterprise data, enabling enterprise-wide informed decision-making in real-time.

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MLY logo
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Cloud-based comment analysis system

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BlueML is a comment analysis system designed to help businesses gain in-depth analysis of open text comments in real-time. It enables professionals to optimize workflows, analyze comments based on students' and employees’ journeys, and gain insights into overall sentiments of employee and student comments, ranging from negative to positive, neutral, and ambiguous.

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Materials Zone logo
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From Materials Data to Better Products, Faster!

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Materials Zone ingests multi-dimensional, unstructured, and dispersed materials data and rapidly transforms it into AI/ML driven results for R&D, supply chain and manufacturing.

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elevait logo
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AI-enabled sustainable solution

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elevait is a sustainable AI solution that automates recurring business processes through a generic knowledge base using artificial intelligence technology. The software processes documents, manages incoming data, and digitizes 2D plan documents.

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TruBot logo
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An enterprise grade Bot programmed for productivity

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TruBot is an enterprise grade, multi-skilled Bot programmed to enhance the enterprise’s productivity.

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TIMi logo
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Online system for developing analytical & predictive models

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TIMi is a unique platform for the development of analytical and predictive models. It consists of four tools that work together to improve your business including Anatella, Modeler, StarDust, and Kibella.

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