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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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    Python RPA

    Python RPA

    Python RPA

    ...Develop your Python automation in any open-source Python development environment.
    Starting Price: $275 per month
  • 2
    CData Python Connectors
    CData Python Connectors simplify the way that Python users connect to SaaS, Big Data, NoSQL, and relational data sources. Our Python Connectors offer simple Python database interfaces (DB-API), making it easy to connect with popular tooling like Jupyter Notebook, SQLAlchemy, pandas, Dash, Apache Airflow, petl, and more. CData Python Connectors create a SQL wrapper around APIs and data protocols, simplifying data access from within Python and enabling Python users to easily connect more than 150 SaaS, Big Data, NoSQL, and relational data sources with advanced Python processing. ...
  • 3
    Wing Python IDE
    ...Keep code clean with smart refactoring and code quality inspection. Debug any Python code. Inspect debug data and try out bug fixes interactively without restarting your app. Work locally or on a remote host, VM, or container. Wingware's 21 years of Python IDE experience bring you a more Pythonic development environment. Wing was designed from the ground up for Python, written in Python, and is extensible with Python.
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    Scout Monitoring

    Scout Monitoring

    Scout Monitoring

    ...Quickly identify, prioritize, and resolve performance problems – memory bloat, N+1 queries, slow database queries, and more – with an agent that instruments the dependencies you need at a fraction of the overhead. Scout APM is built for developers, by developers, and monitors Ruby, PHP, Python, Node.js, and Elixir applications.
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    GlassFlow

    GlassFlow

    GlassFlow

    GlassFlow is a serverless, event-driven data pipeline platform designed for Python developers. It enables users to build real-time data pipelines without the need for complex infrastructure like Kafka or Flink. By writing Python functions, developers can define data transformations, and GlassFlow manages the underlying infrastructure, offering auto-scaling, low latency, and optimal data retention. The platform supports integration with various data sources and destinations, including Google Pub/Sub, AWS Kinesis, and OpenAI, through its Python SDK and managed connectors. ...
    Starting Price: $350 per month
  • 6
    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
  • 7
    Google Cloud Run
    ...We’ve intentionally designed Cloud Run to make developers more productive - you get to focus on writing your code, using your favorite language, and Cloud Run takes care of operating your service. Fully managed compute platform for deploying and scaling containerized applications quickly and securely. Write code your way using your favorite languages (Go, Python, Java, Ruby, Node.js, and more). Abstract away all infrastructure management for a simple developer experience. Build applications in your favorite language, with your favorite dependencies and tools, and deploy them in seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously—depending on traffic. ...
    Starting Price: Free (2 mil requests/month)
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  • 8
    PyCharm

    PyCharm

    JetBrains

    All the Python tools in one place. Save time while PyCharm takes care of the routine. Focus on the bigger things and embrace the keyboard-centric approach to get the most of PyCharm's many productivity features. PyCharm knows everything about your code. Rely on it for intelligent code completion, on-the-fly error checking and quick-fixes, easy project navigation, and much more.
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    Starting Price: $199 per user per year
  • 9
    MatDeck

    MatDeck

    LabDeck

    MatDeck is a universal, technical software for Mathematics, Science, Engineering, Chemistry, Coding, Databases and many other uses. Our software offers a complete Python IDE; thousands of mathematical functions; a drag and drop GUI Designer and various visualization tools, all embedded within a cutting-edge, live document for an inexpensive and professional computing environment.
    Starting Price: Free
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    BotCity

    BotCity

    BotCity

    With the proliferation of user-created Python scripts and AIs outside of IT governance, companies face increasing risks of Shadow IT, such as security breaches, compliance issues, and loss of operational control. BotCity solves this scenario with a centralized governance platform, enterprise orchestration, and real-time visibility into all Python automations, including AI-driven ones.
    Starting Price: 30-day trial
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    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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    Gemfury

    Gemfury

    Gemfury

    ...Share your account with coworkers and let them easily access your packages. Gemfury works with RubyGems, Python packages, npm modules, and all compatible frameworks and services. Install and use your code anywhere. Seamless integration and secure installation. Collaborate with your team.
    Starting Price: $9 per month
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    GAMS

    GAMS

    GAMS

    GAMS (General Algebraic Modeling System) is a best-in-class mathematical modeling software known for its high performance, scalability, and ease of use. The official release of GAMSPy now allows users to integrate GAMS with Python, enabling flexible and powerful model creation directly within Python. GAMS simplifies the expression of optimization problems with its efficient algebraic modeling language, offering optimal solutions using top-tier mathematical solvers. GAMS MIRO provides graphical interfaces for GAMS models, facilitating local and cloud deployment with advanced visualization features. ...
    Starting Price: $3,500 one-time payment
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    ImSym

    ImSym

    Synopsys

    ...Provides an end-to-end model of an imaging system, including lenses, sensors, and image and signal processors (ISPs) before manufacturing. Helps design teams collaborate more efficiently. Ensures confidence that products will work right when built. Automate ImSym processes with a Python interface. Customize ISP capabilities using Python scripted routines. Provides an intuitive, integrated, collaborative workflow for an exceptional user experience. Delivers accurate results powered by industry-proven CODE V and LightTools. ImSym integrates multiple features to simulate an imaging system object using an input graphics file. ...
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    PermitCore

    PermitCore

    PermitCore

    ...It provides license key management, device activation limits, expiration and revocation, offline and floating licensing, entitlements, customer and reseller portals, payments, webhooks, and zero-knowledge encryption. Developers can integrate through a REST API or official SDKs for .NET, Node.js, Python, Java, C++, PHP, Go, and Unity. Its built-in Store completes the lifecycle from license creation and implementation to direct sales, with 0% PermitCore sales commission. PermitCore removes the need to build and maintain a separate licensing backend. A free plan is available forever for indie developers, while new customers can test paid features with a three-month free trial. ...
    Starting Price: $0
  • 16
    Blueshift

    Blueshift

    Blueshift

    ...We’re working tirelessly to make more features (including live trading) available to you very soon. Sign up today and start getting ready for the future of trading and investing. Code and use existing trading templates in python. Backtest over 10 years+ data for equities (india & the us markets) and forex. Automate trades in live markets. Our cloud-based back-testing engine gives you considerable advantages in quick research than a desktop application. No more worries to set up, manage and ingest data. Develop your investment strategy in python programming environment. ...
    Starting Price: 0
  • 17
    BattleFin Ensemble
    ...Onboard to ensemble today and start the process of marketing and productizing your data on the Ensemble platform. Using our Python 3 data sandbox, you can build exploration kits to highlight key aspects of your data to buyers.
    Starting Price: $2,750 per month
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    TatukGIS

    TatukGIS

    TatukGIS

    ...The Developer Kernel supports multiple platforms including Windows, Linux, macOS, iOS, Android, and Web, and provides extensive APIs for languages such as .NET, Delphi, Java, Python, and ActiveX. TatukGIS Editor is a powerful yet user-friendly desktop GIS tool featuring advanced geoprocessing and built-in Python scripting for automation. The platform supports all major GIS data formats and web services for seamless data integration. With royalty-free licensing, developers can distribute applications without per-user fees. ...
    Starting Price: $3,890, incl. 1-year support
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    Codeflash

    Codeflash

    Codeflash

    Codeflash is an AI-powered tool that automatically identifies and applies performance optimizations to Python code, discovering improvements across entire projects or within GitHub pull requests, enabling faster execution without sacrificing feature development. With simple installation and initialization, it has delivered dramatic speedups. Trusted by engineering teams at organizations, Codeflash has helped achieve outcomes such as 25% faster object detection (boosting Roboflow's throughput from 80 to 100 FPS), tens of merged pull requests delivering speedups in Albumentations, and ensured confidence in merging optimized code in Pydantic’s 300M+ download codebase. ...
    Starting Price: $30 per month
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    godzilla.dev

    godzilla.dev

    godzilla.dev OÜ

    godzilla.dev is an open-source framework for self-hosted crypto funding rate arbitrage and ultra-low-latency market making, built in C++ and Python. It connects to major centralized exchanges to capture funding rate spreads and run delta-neutral strategies, with an event-driven C++ core for microsecond-level order handling and a Python layer for strategy research and configuration. Everything runs on your own infrastructure: API keys, order flow, and strategy logic never leave your servers, making it suitable for funds and trading teams with strict security and compliance requirements. ...
    Starting Price: per contact
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    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
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    Xq1

    Xq1

    Xquantum

    The last cron manager you will ever need. Zero infra deployment of human or AI generated Python scripts on schedule. STEPS: 1. BYOC (Bring your own code): If you already have your code ready in VS Code or Jupyter Notebook, simply paste it on Xq1. Or, you can ask ChatGPT to generate your code for you with a simple prompt "Write a python code for ...." and paste it on Xq1 2. Run your code: Run your code on Xq1. This deploys any packages that you have included in your code, creates a container, and runs the container. ...
    Starting Price: $9
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    3D-Agent

    3D-Agent

    3D-Agent

    3D-Agent is an AI-powered 3D modeling tool that connects to Blender and generates 3D models from text descriptions. A multi-agent AI system coordinates multiple models to read your scene, plan geometry, write Blender Python code, and verify results visually before each step. Unlike external AI 3D model generators that output triangle meshes requiring cleanup, 3D-Agent operates Blender's native Python API directly, producing clean quad topology ready for subdivision, UV mapping, and animation rigging. Key capabilities: - Text-to-3D model generation with clean topology - Scene-aware AI that understands existing objects in your viewport - Workflow automation: bulk renaming, compositing setup, export configuration - Supports Blender 3.0+ on Mac and Windows - Export to OBJ, FBX, GLB, USDZ, STL Used by game developers, architects, and 3D artists for rapid prototyping, architectural visualization, and asset creation. ...
    Starting Price: $10
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    Debug Mail

    Debug Mail

    DebugMail.io

    ...The sender and receiver addresses can be anything, since no real mailings are sent. The technology used by application developers does not matter, the service will work with PHP, Python, Ruby, Node.js, .NET and many other programming languages and frameworks. Sharing options Sharing is the main feature of Debug Mail. To see what the service and other mailings will look like, just connect the right users to the project in the service, and they will see the same thing as the developer who is testing the mailing. ...
    Starting Price: $2 per user per month
  • 25
    DeepSCA

    DeepSCA

    Deepbits Technology

    DeepSCA is a free online AI-powered software composition analysis service for software risk management. It supports various inputs such as binary, APK, JavaScript, Python, docker image, etc., and no source code is required.
    Starting Price: $0
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    Indigo DRS Data Reporting Systems

    Indigo DRS Data Reporting Systems

    Indigo Scape DRS Data Reporting Systems

    Indigo Scape DRS is an advanced Data Reporting and Document Generation System for Rapid Report Development (RRD) using HTML, XML, XSLT, XQuery and Python to generate highly compatible and content rich business reports and documents with HTML. Representing the ultimate in reporting software our advanced technology and reusable reporting system is a powerhouse in data reporting. Indigo DRS is totally unique in its ability to query in XQuery, Python and SQL and use data from multiple different sources and types simultaneously making it the only choice for demanding business, financial, scientific and engineering reporting. ...
    Starting Price: $500 per month / user
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    Lucidworks Fusion
    ...Fusion includes native support for Python machine learning models. Plug your custom ML models into Fusion.
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    Qorus Integration Engine

    Qorus Integration Engine

    Qore Technologies

    Qorus Integration Engine® is the only No-Code for Coders solution, enabling software engineers to rapidly create and maintain enterprise apps through a combination of building block construction, configuration, and custom coding in a highly flexible, open-source platform. Qorus includes AI automation, fault tolerant workflows, native Python - Java language integration, and a data provider API that automatically introspects and interfaces with any system independently of the underlying API or integration technology. Qorus is available as a paid enterprise edition, and a FREE, fully functional community edition.
    Starting Price: $250 per month
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    Apify

    Apify

    Apify Technologies s.r.o.

    ...At its core is Apify Store, a marketplace with over 10,000 Actors where developers build, publish, and monetize automation tools. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or Crawlee, Apify's open-source library. Build once, publish to Store, and earn when others use it. Thousands of developers do this - Apify handles infrastructure, billing, and monthly payouts. Apify Store has ready-made Actors for scraping Amazon, Google Maps, social media, tracking prices, lead-gen, and more. Actors handle proxies, CAPTCHAs, JavaScript rendering, headless browsers, and scaling. ...
    Starting Price: $29 per month
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  • 30
    Bitnodes

    Bitnodes

    Bitnodes

    ...The current methodology involves sending getaddr messages recursively to find all the reachable nodes in the network, starting from a set of seed nodes. Bitnodes uses Bitcoin protocol version 70001, so nodes running an older protocol version will be skipped. The crawler implementation in Python is available from GitHub (ayeowch/bitnodes) and the crawler deployment is documented in Provisioning Bitcoin Network Crawler.
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