Compare statsmodels vs. xlrd

If you are developing software for Logistics Dispatch Solutions, which contain challenges: -For staff dispatching, such as sales reps, mobile service, or workforce? -For truck shipment allocation in daily transportation and logistics (scheduling, tour optimization, etc.)? -For waste management and District Planning? -Generally, highly constrained problem sets? And your product does not have an automized optimization engine? Then JOpt is the perfect fit for your product and can help you to save money, time, and workforce, letting you concentrate on your core business. JOpt.TourOptimizer is an adaptable component to solve VRP, CVRP, and VRPTW class problems for any route optimization in logistics or similar fields. It comes as a Java library or in Docker Container utilizing the Spring Framework and Swagger.

Software for continuous performance testing to automate API load and application testing. For complex applications, you can design code-free performance tests. Script performance tests in automated pipelines for API test. You can design, maintain, and run performance tests in code. Then analyze the results within continuous integration pipelines with pre-packaged plugins for CI/CD tools or the NeoLoad API. You can quickly create test scripts for large, complex applications with a graphical user interface. This allows you to skip the tedious task of manually coding new or updated tests. SLAs can be defined based on the built-in monitoring metrics. To determine the app's performance, put pressure on it and compare SLAs with server-level statistics. Automate pass/fail triggers using SLAs. Contributes to root cause analysis. Automatic test script updates make it easier to update test scripts. For easy maintenance, update only the affected part of the test and re-use any remaining.

RaimaDB, an embedded time series database that can be used for Edge and IoT devices, can run in-memory. It is a lightweight, secure, and extremely powerful RDBMS. It has been field tested by more than 20 000 developers around the world and has been deployed in excess of 25 000 000 times. RaimaDB is a high-performance, cross-platform embedded database optimized for mission-critical applications in industries such as IoT and edge computing. Its lightweight design makes it ideal for resource-constrained environments, supporting both in-memory and persistent storage options. RaimaDB offers flexible data modeling, including traditional relational models and direct relationships through network model sets. With ACID-compliant transactions and advanced indexing methods like B+Tree, Hash Table, R-Tree, and AVL-Tree, it ensures data reliability and efficiency. Built for real-time processing, it incorporates multi-version concurrency control (MVCC) and snapshot isolation, making it a robust solution for applications demanding speed and reliability.

Dialfire is a powerful, cloud-native platform for inbound and outbound phone campaigns of any size. With Dialfire, users benefit from up to three times more conversations thanks to a state-of-the-art predictive dialer which blends incoming calls, even across different projects, and includes a precise answering machine detection technology. Dialfire emphasizes transparency and gives you full control over your campaigns. Automated workflows ensure efficiency, while real-time, personalisable statistics and reports provide valuable insights into campaign performance and employee productivity. Users can choose proven and pre-built templates and get started within minutes or customize campaigns, reports and statistics to meet their concrete needs or client specifications. Dialfire integrates natively with several CRMs and offers API interfaces to connect seamlessly with any type of external system. Global, redundant servers build a solid infrastructure and a wide range of carriers guarantee excellent voice quality. Make calls directly from your browser, without software installation. Dialfire supports in English, French, German, Spanish and Portuguese - by phone, email chat or online.

SPEC Innovations’ leading model-based systems engineering solution is designed to help your team minimize time-to-market, reduce costs, and mitigate risks, even with the most complex systems. Available as both a cloud-based and on-premise application, it offers an intuitive graphical user interface accessible through any modern web browser. Innoslate's comprehensive lifecycle capabilities include: • Requirements Management • Document Management • System Modeling • Discrete Event Simulation • Monte Carlo Simulation • DoDAF Models and Views • Database Management • Test Management with detailed reports, status updates, results, and more • Real-Time Collaboration And much more.

SKU Science delivers a fast and intuitive solution for sales forecasting and performance tracking. Implement your demand planning process in as little as two days! Created by seasoned experts, it’s specifically designed for operations managers, S&OP managers, supply chain professionals, and demand planners. With 644 statistical combinations, the platform generates highly accurate and tailored sales forecasts at any level. For even greater precision, AI models can be trained on your unique dataset. Automatically calculated KPIs highlight the most critical items, helping you focus on what matters most for your supply chain and business success. The platform’s operational dashboards refresh every cycle, ensuring efficient activity monitoring and data-driven decision-making. Combining advanced capabilities with ease of use, SKU Science is trusted by clients across manufacturing, food and beverage, healthcare, retail, and e-commerce sectors.

PLEXXIS is a subcontractor solution uniting project management, accounting, estimating, takeoff and mobile apps on a single tech stack. Plexxis also provides 100% in-house implementation and support services and PLAIN LANGUAGE agreements that PROTECT SUBCONTRACTORS FROM; 1) UNFAIR SUBSCRIPTIONS: Lack of transparency of total cost to onboard, and/or misrepresentation of products and services while failing to provide fair options for cancellation. 2) CLOUD CUFFING: When software vendors charge license or subscription fees BEFORE the client is LIVE while also keeping client data hostage in order to extort additional payments. 3) SMOKE STACKING: When software vendors oversell the level of integration of products in a tech stack. 4) OVERAGES: When software vendor provides just service rates and non-committal plan or suggested cost to onboard in a way that sets the client up for change orders

There’s one last unsolved problem in the payment ecosystem, and it’s a trillion-dollar one: recurring payments for subscription fail 24% of the time. Why? Because of a systemic problem in a payment ecosystem that was built for one-off transactions, not subscriptions. FlexPay is a FinTech startup that helps merchants retain more subscribers by recovering failed credit card payments on recurring transactions, unlocking revenue that was about to be lost. Organizations with recurring payments encounter systemic issues in the payment ecosystem that reject on average one-quarter of all recurring payments, and two-thirds of these rejected payments are false declines -payments that should have been approved. By upgrading the payment rails with artificial intelligence, the FlexPay platform creates unique recovery strategies for each transaction, achieving unparalleled approval rates. INVISIBLE RECOVERY™ interacts directly with the payments system to avoid customer visibility to the failed payment. It is the fastest and most effective tool to recover soft declines.

Ninox empowers you to store and organize complex data with ease and structure. Its highly customizable user interface lets you process, analyze, and evaluate data of any kind. Plus, with Ninox's API, you can seamlessly integrate services like Google for even greater flexibility. Accessible on all platforms, Ninox works effortlessly through native macOS, iOS, and Android apps or any web browser. Create custom apps tailored to your needs using built-in templates, drag-and-drop formulas, and scripting. The visual editor makes it simple to design triggers, fields, custom forms, and more. Ninox also ensures real-time syncing across devices, enabling smooth transitions and uninterrupted workflows.

You know that you could be testing more to catch bugs earlier, but QA testing can take a lot of time, effort and resources to do it right. MuukTest can get growing engineering teams up to 95% coverage of end-to-end tests in just 3 months. Our QA experts create, manage, maintain, and update E2E tests on the MuukTest Platform for your web, API, and mobile apps at record speed. We begin exploratory and negative tests after achieving 100% regression coverage within 8 weeks to uncover bugs and increase coverage. The time you spend on development is reduced by managing your testing frameworks, scripts, libraries and maintenance. We also proactively identify flaky tests and false test results to ensure the accuracy of your tests. Early and frequent testing allows you to detect errors in the early stages your development lifecycle. This reduces the burden of technical debt later on.