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Data Science Software
Data science software is a collection of tools and platforms designed to facilitate the analysis, interpretation, and visualization of large datasets, helping data scientists derive insights and build predictive models. These tools support various data science processes, including data cleaning, statistical analysis, machine learning, deep learning, and data visualization. Common features of data science software include data manipulation, algorithm libraries, model training environments, and integration with big data solutions. Data science software is widely used across industries like finance, healthcare, marketing, and technology to improve decision-making, optimize processes, and predict trends.
Computer Vision Software
Computer vision software allows machines to interpret and analyze visual data from images or videos, enabling applications like object detection, image recognition, and video analysis. It utilizes advanced algorithms and deep learning techniques to understand and classify visual information, often mimicking human vision processes. These tools are essential in fields like autonomous vehicles, facial recognition, medical imaging, and augmented reality, where accurate interpretation of visual input is crucial. Computer vision software often includes features for image preprocessing, feature extraction, and model training to improve the accuracy of visual analysis. Overall, it enables machines to "see" and make informed decisions based on visual data, revolutionizing industries with automation and intelligence.
AI Coding Assistants
AI coding assistants are software tools that use artificial intelligence to help developers write, debug, and optimize code more efficiently. These assistants typically offer features like code auto-completion, error detection, suggestion of best practices, and code refactoring. AI coding assistants often integrate with integrated development environments (IDEs) and code editors to provide real-time feedback and recommendations based on the context of the code being written. By leveraging machine learning and natural language processing, these tools can help developers increase productivity, reduce errors, and learn new programming techniques.
Code Search Engines
Code search engines are specialized search tools that allow developers to search through codebases, repositories, or libraries to find specific functions, variables, classes, or code snippets. These tools are designed to help developers quickly locate relevant parts of code, analyze code quality, and identify reusable components. Code search engines often support various programming languages, providing search capabilities like syntax highlighting, filtering by file types or attributes, and even advanced search options using regular expressions. They are particularly useful for navigating large codebases, enhancing code reuse, and improving overall productivity in software development projects.
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    Anaconda

    Anaconda

    Anaconda

    Anaconda is an AI-native development platform that helps teams move from experimentation to production with trusted open-source packages, governed environments, and production-grade orchestration. The platform provides a secure foundation for Python, data science, machine learning, and AI development across the full model lifecycle. Anaconda Core helps teams manage complex Python dependencies with validated packages, automated security scanning, and intelligent conflict resolution. The Anaconda Platform supports governed AI development so organizations can reduce broken environments, stalled deployments, and unmanaged open-source risk. ...
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  • 2
    Ray

    Ray

    Anyscale

    Develop on your laptop and then scale the same Python code elastically across hundreds of nodes or GPUs on any cloud, with no changes. Ray translates existing Python concepts to the distributed setting, allowing any serial application to be easily parallelized with minimal code changes. Easily scale compute-heavy machine learning workloads like deep learning, model serving, and hyperparameter tuning with a strong ecosystem of distributed libraries.
    Starting Price: Free
  • 3
    Pillow

    Pillow

    Pillow

    The Python Imaging Library adds image processing capabilities to your Python interpreter. This library provides extensive file format support, an efficient internal representation, and fairly powerful image processing capabilities. The core image library is designed for fast access to data stored in a few basic pixel formats. It should provide a solid foundation for a general image processing tool.
    Starting Price: Free
  • 4
    Gurobi Optimizer

    Gurobi Optimizer

    Gurobi Optimization

    ...Integrate Gurobi into your applications easily, using the languages you know best. Our programming interfaces are designed to be lightweight, modern, and intuitive, to minimize your learning curve while maximizing your productivity. Our Python API includes higher-level modeling constructs that make it easier to build optimization models. Choose from Anaconda Python distributions with pre-built libraries to support application development, Spyder for graphical development, and Jupyter for notebook-style development.
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    CoppeliaSim

    CoppeliaSim

    Coppelia Robotics

    CoppeliaSim, developed by Coppelia Robotics, is a versatile and powerful robot simulation platform utilized for rapid algorithm development, factory automation simulations, fast prototyping and verification, robotics education, remote monitoring, safety double-checking, and digital twin creation. It features a distributed control architecture, allowing each object or model to be individually controlled via embedded scripts (Python or Lua), plugins (C/C++), remote API clients (Python, Lua, Java, MATLAB, Octave, C, C++, Rust), or custom solutions. The simulator supports five physics engines, MuJoCo, Bullet Physics, ODE, Newton, and Vortex Dynamics, for fast and customizable dynamics calculations, enabling realistic simulation of real-world physics and object interactions, including collision response, grasping, soft bodies, strings, ropes, and cloths. ...
    Starting Price: $2,380 per year
  • 6
    SquareLine Studio

    SquareLine Studio

    SquareLine Studio

    Next-generation UI editor for individuals and professionals to design and develop beautiful UIs for your embedded devices quickly and easily. Exports platform-independent C or MicroPython code for LVGL which can be compiled for any vendor's device. Just click the play button to try out the UI instantly without rebuilding it in a pixel-perfect preview. Create custom components from the built-in widgets using styles, animations, and events. SquareLine Studio exports plain C or MicroPython code so you can use it on any platform. ...
    Starting Price: $16 per month
  • 7
    Kraken CI

    Kraken CI

    Michal Nowikowski

    Modern CI/CD, open-source, on-premise system that is highly scalable and focused on testing. Features: - flexible workflow planning using Starlark/Python - distributed building and testing - various executors: bare metal, Docker, LXD - highly scalable to thousands of executors - sophisticated test results analysis - integrated with AWS EC2 and ECS, Azure VM, with autoscaling - supported webhooks from GitHub, GitLab and Gitea - email and Slack notifications
    Starting Price: free
  • 8
    Railo

    Railo

    Railo

    ...Powered by deterministic AST code transformations and formal verification, Railo patches high-impact vulnerability classes (including SSRF, SQL Injection, Path Traversal, and Network Timeouts) in Python and TypeScript repositories. Every patch runs against the repository's native test suite with automatic rollback on failure, eliminating alert fatigue and reducing manual security triage for engineering teams.
    Starting Price: $99/month
  • 9
    FrameworX

    FrameworX

    Tatsoft

    ...Works with any MCP-compatible AI client, including Claude. The platform includes real-time data modeling, historian, alarms, reports, audit trails, scripting in C#, VB.NET, JavaScript, and Python, plus 100+ native drivers for PLCs, DCS, OPC, and MQTT. Deploy anywhere with zero client installs and full web, mobile, and desktop access. 100+ connectors included at no charge.
    Starting Price: $750
  • 10
    Omniscope Evo
    ...Omniscope is not only an all-in-one BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation.
    Starting Price: $59/month/user
  • 11
    Azure Functions
    ...Integrated programming model to respond to events and seamlessly connect to other services. Implement a variety of functions and scenarios, such as web apps and APIs with .NET, Node.js, or Java; machine learning workflows with Python; and cloud automation with PowerShell. Get a complete serverless application development experience—from building and debugging locally to deploying and monitoring in the cloud.
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    Build Alpha

    Build Alpha

    Axiom Futures

    ...Data included and partnered with various data providers and brokers. Build Alpha also generates complete code for multiple trading brokers such as: TradeStation, MultiCharts, NinjaTrader, MetaTrader4, MetaTrader5, Python and more. All asset classes, timeframes and bar types.
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    Starting Price: $1500 one-time
  • 13
    Equifax Ignite for Financial Services
    ...Create powerful analyses, understand trends within financial services, and discover how well you are performing in certain areas relative to your peer groups. Explore many of our powerful data assets by using industry standard tools such as Python® and BigQuery. Then leverage even more automation power with Attribute Engine and Advanced Model Engine from Equifax.
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    Konfig

    Konfig

    Konfig

    Konfig is a developer tool that automates the generation of SDKs, documentation, demos, and tutorials for REST APIs, facilitating seamless onboarding for external developers. By importing an OpenAPI Specification or Postman Collection, Konfig automatically produces SDKs in popular programming languages, including TypeScript, Python, Java, C#, PHP, Ruby, Go, Swift, and Dart. The platform ensures high-quality SDKs by identifying and rectifying errors in the OpenAPI Specification through its linter and writing test cases to prevent API updates from breaking existing SDKs. Konfig also generates branded, user-friendly documentation that auto-updates with any changes to the API specification, maintaining consistency between documentation and SDKs. ...
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    Hybrid MLM

    Hybrid MLM

    Hybrid MLM Software

    Our software platform is designed with modern premium technologies like; MySQL, PHP, Apache, jQuery, Python, MongoDB, and NodeJS which are highly secure and will withstand any form of cyber threat or attack to give you the best-secured user experience. HybridMLM software comes with optimized business intelligence tools that will provide you with a fast, accurate, and efficient translation of complex statistical data. Hybrid MLM software’s dashboard is also highly interactive with a simple user-friendly interface. ...
    Starting Price: $699
  • 16
    Qt Creator

    Qt Creator

    Qt Group

    Qt Creator's advanced code editor lets you code in C++, QML, JavaScript, Python and other languages. It features code completion, syntax highlighting, refactoring and has built-in documentation at your fingertips. Qt Creator integrates with most popular version control systems, including Git, subversion, perforce, and mercurial. Integrated visual editors for building C++ widget-based applications or fluid Qt Quick-based animated UIs with ready-made controls.
    Starting Price: $83 per month
  • 17
    Codebasics

    Codebasics

    CodeBasics

    Codebasics is an edtech company that provides comprehensive virtual training courses in data analytics, business intelligence, and computer programming. Its self-paced courses cover topics including Excel, Power BI, SQL, Python, and more, with both fundamental and advanced levels. Over 5,000 learners have completed Codebasics' real-world curriculum and gone on to launch careers, with alumni taking on roles at major companies like Microsoft, Netflix, Amazon and Google. Codebasics aims to equip learners with expertise in high-demand technology fields. ...
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    Artelys Knitro
    ...Key features of Knitro encompass parallel multi-start capabilities for global optimization, automatic and parallel tuning of option settings, and smart initialization strategies for rapid infeasibility detection. The solver supports various interfaces, including object-oriented APIs for C++, C#, Java, and Python.
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    LiteRT

    LiteRT

    Google

    ...Key features include low latency, enhanced privacy by processing data locally, reduced model and binary sizes, and efficient power consumption. The runtime offers SDKs in multiple languages such as Java/Kotlin, Swift, Objective-C, C++, and Python, facilitating integration into diverse applications. Hardware acceleration is achieved through delegates like GPU and iOS Core ML, improving performance on supported devices. LiteRT Next, currently in alpha, introduces a new set of APIs that streamline on-device hardware acceleration.
    Starting Price: Free
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    RKTracer

    RKTracer

    RKVALIDATE

    ...It supports instrumentation across host machines, simulators, emulators, embedded devices, and servers, and covers a broad array of programming languages, including C, C++, CUDA, C#, Java, Kotlin, JavaScript/TypeScript, Golang, Python, and Swift. It provides detailed coverage metrics such as function, statement, branch/decision, condition, MC/DC, and multi-condition coverage, and even supports delta-coverage reports to show which newly added or modified portions of code are already covered. Integration is seamless; simply prefix your build or test command with “rktracer”, run your tests, then generate HTML or XML reports (for CI/CD systems or dashboards like SonarQube).
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    Carmenta

    Carmenta

    Carmenta

    ...The core SDK, Carmenta Engine, supports high-performance rendering of 2D and 3D maps with live dynamic data like video streams and radar plots, and offers advanced analytics such as line-of-sight, terrain analysis, and tactical overlays, while running on Windows, Linux, and Android with APIs for C++, .NET, Java, and Python. Carmenta Server is a scalable web map server backend that reads and serves more than 100 geospatial data formats through open standards, supports spatial analysis, and can deploy on-premises, in the cloud, or in container environments for interactive web services. The technology emphasizes flexibility, interoperability, and integration into mission-critical systems with open standards support and cross-platform capabilities.
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    Easypanel

    Easypanel

    Easypanel

    Easypanel is a next-generation server control panel powered by Docker, built to deploy applications, manage databases, and provision SSL certificates through an intuitive interface. Unlike many other panels, Easypanel can run any application, creating Docker images for Node.js, Ruby, Python, PHP, Go, and Java apps using Heroku Buildpacks, while still allowing users to bring their own Dockerfile when they need greater control. Developers can push to GitHub and let Easypanel get the code, build it, and deploy it automatically, with support for zero-downtime deployments so updates happen seamlessly without interruptions for users. ...
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    Stackify Retrace
    After one too many unexpected late night code fires, we went searching for a set of application performance management tools to help us put an end to it. What we found told us what was broken, but lacked the ability to tell us why our applications failed, or how to maintain them and prevent the potential dumpster fire. So, we built Retrace to do exactly that. From pre-production to deployment, it is our belief that when our 1300+ customers spend less time fighting technology they spend more...
    Starting Price: $99/month
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    Mayan EDMS

    Mayan EDMS

    Mayan EDMS

    ...Integrates with your existing for no initial investment and low total cost of ownership. Mayan EDMS is a Free Open Source Electronic Document Management System, coded in the Python language using the Django web application framework and released under the Apache 2.0 License. It provides an electronic vault or repository for electronic documents. One install, many devices. Mayan EDMS uses responsive design to adjust to different screen sizes and device capabilities, from smartphones and tables to desktop. Store many versions of the same document, download or revert to a previous version. ...
    Starting Price: Free
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    Azure Data Science Virtual Machines
    ...Examples, templates and sample notebooks built or tested by Microsoft are provided on the VMs to enable easy onboarding to the various tools and capabilities such as Neural Networks (PYTorch, Tensorflow, etc.), Data Wrangling, R, Python, Julia, and SQL Server.
    Starting Price: $0.005
  • 26
    Pythagora

    Pythagora

    Pythagora

    ...By automating many tasks involved in the software development lifecycle, Pythagora enables developers to work more efficiently and accelerate the development process. The platform supports frontend development in React and backend in Node.js, with Python support coming soon. With its ability to handle multiple aspects of development, Pythagora is ideal for quickly building both MVPs and production-ready applications. It simplifies the creation of scalable and maintainable applications, making it suitable for both small startups and large enterprises.
    Starting Price: $49/month
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    NVIDIA DeepStream SDK
    ...DeepStream is integral to NVIDIA Metropolis, a platform for building end-to-end services that transform pixel and sensor data into actionable insights. The SDK offers a powerful and flexible environment suitable for a wide range of industries, supporting multiple programming options such as C/C++, Python, and Graph Composer's intuitive UI. It allows for real-time insights by understanding rich, multi-modal sensor data at the edge and supports managed AI services through deployment in cloud-native containers orchestrated with Kubernetes.
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    Megaladata

    Megaladata

    Megaladata

    ...The platform supports both self-service and enterprise-grade systems, handling big data with high performance. IT has integrations with more then 50 of the main databases' software and online datasets, other then native compatibility with Micrsoft ecosystem and Python. Available as a desktop, server, or cloud solution, Megaladata is used across industries like banking, retail, logistics, and healthcare. Free, interactive training online courses help users solve real business problems efficiently.
    Starting Price: Free, Community Edition
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    Gravel Host

    Gravel Host

    Gravel Host

    ...Their Minecraft hosting features dedicated AMD Ryzen 9 processors, NVMe SSD storage, and robust DDoS protection across 8 global locations. Discord bot hosting supports Java, NodeJS, and Python, includes a free MySQL database, automatic backups, and premium support, starting as low as $3 per month. Game server hosting provides unmetered NVMe SSD storage, custom control panels, and premium support across 15 global data centers. Gravel Host ensures instant setup, 24/7 customer support with rapid response times, and 100% server uptime guarantees. ...
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    Starting Price: $1.80/month
  • 30
    DoCoreAI

    DoCoreAI

    MobiLights

    DoCoreAI is an AI prompt optimization and telemetry platform designed for AI-first product teams, SaaS companies, and developers working with large language models (LLMs) like OpenAI & Groq (Infra). With a local-first Python client and secure telemetry engine, DoCoreAI enables teams to collect LLM usage metrics without exposing original prompts & ensuring data privacy. Key Capabilities: - Prompt Optimization → Improve efficiency and reliability of LLM prompts. - LLM Usage Monitoring → Track tokens, response times, and performance trends. - Cost Analytics → Monitor and optimize LLM costs across teams...
    Starting Price: $9/month
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