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AWS CloudShell is a browser-based shell environment that enables users to manage, explore, and interact with AWS resources directly from the AWS Management Console. It provides immediate access to a pre-authenticated Amazon Linux 2 environment with the AWS Command Line Interface (CLI) and other essential development tools pre-installed. This eliminates the need for local installation or configuration, streamlining cloud resource management and development workflows. Key Features and Functionali

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IBM Cloud Databases for MySQL is a fast, easy-to-use, and flexible RDBMS. As the central component of the LAMP model, it sports a number of connectors, including Python, PHP and C++ for development needs. MySQL is a popular choice because of its flexibility and vast supported ecosystem.

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Free open source full-stack framework for rapid development of fast, scalable, secure and portable database-driven web-based applications. Written and programmable in Python.

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A Minimalist Python Web Framework

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Full stack web apps with nothing but Python.

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Pyramid is a very general open source Python web framework.

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Build web applications quickly and easily using the industry's leading web application IDE. Aptana Studio harnesses the flexibility of Eclipse and focuses it into a powerful web development engine.

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SAS Intelligent Decisioning is a comprehensive platform that integrates business rules management, decision processing, real-time event detection, decision governance, and advanced analytics to automate and manage enterprise decisions. It enables organizations to conduct real-time customer interactions and automate operational business decisions at scale, supporting activities such as personalized marketing, next-best action recommendations, credit services, and fraud prevention. Key Features a

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The "Python 3.8 with Ubuntu 18.04 LTS" Amazon Machine Image (AMI) offers a pre-configured environment combining Python 3.8 with Ubuntu 18.04 LTS, facilitating the rapid deployment of Python applications on AWS. This AMI is designed to streamline the setup process, allowing developers to focus on building and deploying applications without the overhead of manual configuration. Key Features and Functionality: - Pre-Installed Python 3.8: Provides immediate access to Python 3.8, enabling the devel

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DeepPy is a MIT licensed deep learning framework that tries to add a touch of zen to deep learning as it allows for Pythonic programming based on NumPy's ndarray,has a small and easily extensible codebase, runs on CPU or Nvidia GPUs and implements the following network architectures feedforward networks, convnets, siamese networks and autoencoders.

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SageMath is a system for algebra and geometry experimentation via Python.

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Quokka is a flexible content management platform powered by Python, Flask and MongoDB.

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Apache Arrow is a cross-language development platform designed for in-memory data processing and efficient data interchange. It provides a standardized, language-independent columnar memory format that supports both flat and hierarchical data structures. This format is optimized for analytical operations on modern hardware, including CPUs and GPUs, facilitating high-performance data analytics and seamless integration across various data processing systems. Key Features and Functionality: - Col

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NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

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This package is intended to be independently reusable in any Python project. It is maintained by the Zope Toolkit project.

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PyNLPl is a Python library for Natural Language Processing that contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model.

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CrowdStrike Falcon® for IT is an AI-powered IT automation solution designed to unify security and IT operations within a single platform. By leveraging the lightweight Falcon agent, it provides comprehensive endpoint visibility, enforces security baselines, and automates remediation actions across Windows, macOS, and Linux environments. Key Features and Functionality: - Comprehensive Endpoint Visibility: Utilizes the Falcon sensor to deliver real-time, cross-platform insights into endpoint se

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Ubuntu 18.04 LTS (Bionic Beaver is a long-term support release of the Ubuntu operating system, designed to provide a stable and secure environment for a wide range of applications. Released on April 26, 2018, it offers five years of standard support, with extended security maintenance available through Ubuntu Pro until April 2028. This release is optimized for cloud deployments, including Amazon Web Services (AWS), and is well-suited for enterprise workloads, development environments, and cloud-

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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.

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The Apache Gump continuous integration tool was the first one developed at the Apache Software Foundation. It is written in Python and fully supports Apache Ant, Apache Maven (1.x to 3.x) and other build tools. Gump is unique in that it builds and compiles software against the latest development versions of those projects. This allows gump to detect potentially incompatible changes to that software just a few hours after those changes are checked into the version control system.