Alternatives to QMSys GUM

Compare QMSys GUM alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to QMSys GUM in 2026. Compare features, ratings, user reviews, pricing, and more from QMSys GUM competitors and alternatives in order to make an informed decision for your business.

  • 1
    Altair SimSolid
    By performing structural analyses on fully featured CAD assemblies within minutes, SimSolid is the game-changing simulation technology for designers, engineers, and analysts. It eliminates geometry preparation and meshing: the two most time-consuming, expertise-extensive and error-prone tasks performed in a conventional structural simulation. Multiple design scenarios can be simulated quickly under real-life conditions. Early CAD models, in any common format, can be used. SimSolid tolerance of imprecise geometry means that, unlike CAD-embedded simulation tools, there is no need to simplify complex geometries before analyzing designs. SimSolid supports all typical connections (bolt/nut, bonded, welds, rivets, sliding) and analysis of linear static, modal, thermal properties, along with more complex coupled, nonlinear, transient dynamic effects.
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    MCM Alchimia

    MCM Alchimia

    Alchimia Software

    This is the latest release of the freeware application MCM Alchimia, which was developed specifically for estimating uncertainty of measurement and calibrations by Monte Carlo method consistent with JCGM 101. This release adds a complete GUM framework uncertainty budget, and, like the preceding version have support on correlated quantities and regression curves. Speed ​​increase comparable to popular calculation and statistics software. Simulation in direct, inverse and total least squares. Custom application language through the external module. Output report with exhaustive statistical study of the simulation.
  • 3
    NLREG

    NLREG

    NLREG

    NLREG is a powerful statistical analysis program that performs linear and nonlinear regression analysis, surface and curve fitting. NLREG determines the values of parameters for an equation, whose form you specify, that cause the equation to best fit a set of data values. NLREG can handle linear, polynomial, exponential, logistic, periodic, and general nonlinear functions. Unlike many "nonlinear" regression programs that can only handle a limited set of function forms, NLREG can handle essentially any function whose form you can specify algebraically. NLREG features a full programming language with a syntax similar to C for specifying the function that is to be fitted to the data. This allows you to compute intermediate work variables, use conditionals, and even iterate in loops. With NLREG it is easy to construct piecewise functions that change form over different domains. Since the NLREG language includes arrays, you can even use tabular look-up methods to define the function.
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    Analytic Solver

    Analytic Solver

    Frontline Systems

    Analytic Solver Optimization - 100% upward compatible from the Excel Solver - handles every type and size of the conventional optimization problem (without uncertainty). Unlike other optimization software, it algebraically analyzes your model structure and maximally exploits multiple cores in your PC. You can solve nonlinear models 10 times larger, and linear models 40 times larger than the Excel Solver, get solutions much faster – and plug-in Solver Engines to handle up to millions of variables! Analytic Solver Simulation gives you easy-to-use, powerful Monte Carlo simulation and risk analysis, decision trees, and simulation optimization using Frontline’s advanced Evolutionary Solver. With 60 probability distributions plus compound distributions, automatic distribution fitting, rank-order and copula-based correlation, 80 statistics, risk measures and Six Sigma functions, multiple parameterized simulations and more.
  • 5
    Solver SDK

    Solver SDK

    Frontline Systems

    Use optimization and simulation models in your desktop, Web or mobile application. Use the same high-level objects (like Problem, Solver, Variable and Function), collections, properties and methods across different programming languages. The same object-oriented API is exposed "over the wire" through Web Services WS-* standards to remote clients in PHP, JavaScript, C# and other languages. Procedural languages can use conventional calls that correspond naturally to the properties and methods of the Object-Oriented API. Linear and quadratic programming, mixed-integer programming, smooth nonlinear optimization, global optimization, and non-smooth evolutionary and tabu search are all included. The world's best optimizers, from Gurobi™, XPRESS™ and MOSEK™ for linear, quadratic and conic models to KNITRO™, SQP and GRG methods for nonlinear models "plug into" Solver SDK. Easily create a sparse DoubleMatrix object with 1 million rows and columns.
    Starting Price: $2495 one-time payment
  • 6
    XLfit

    XLfit

    IDBS

    Industry-standard models built-in with support for designing and sharing your own models. XLfit® is a Microsoft® Excel add-in for Windows that brings the power of scientific mathematics and statistics to Excel, together with supporting charting capabilities. XLfit is the leading statistical and curve fitting package for Excel and is used by the world’s leading pharmaceutical, chemical, engineering industries, and research institutions and is validated by the National Physical Laboratory (NPL). There are over 70 out-of-the-box models for both linear and nonlinear curve fitting available in XLfit, including all commonly used models for describing data from drug discovery-related experiments. An unlimited number of custom or user-defined models may be added. Linear and nonlinear modelling, interactive 3D and 2D charting, automatic and interactive point knock out. Features every scientist needs out of the box.
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    DataMelt

    DataMelt

    jWork.ORG

    DataMelt (or "DMelt") is an environment for numeric computation, data analysis, data mining, computational statistics, and data visualization. DataMelt can be used to plot functions and data in 2D and 3D, perform statistical tests, data mining, numeric computations, function minimization, linear algebra, solving systems of linear and differential equations. Linear, non-linear and symbolic regression are also available. Neural networks and various data-manipulation methods are integrated using Java API. Elements of symbolic computations using Octave/Matlab scripting are supported. DataMelt is a computational environment for Java platform. It can be used with different programming languages on different operating systems. Unlike other statistical programs, it is not limited to a single programming language. This software combines the world's most-popular enterprise language, Java, with the most popular scripting language used in data science, such as Jython (Python), Groovy, JRuby.
  • 8
    ModelRisk

    ModelRisk

    Vose Software

    ModelRisk is a Monte Carlo simulation Excel add-in that allows the user to include uncertainty in their spreadsheet models. ModelRisk has been the innovation leader in the marketplace since 2009, being the first to introduce many technical Monte Carlo method features that make risk models easier to build, easier to audit and test, and more precisely match the problems you face. A ModelRisk user replaces uncertain values within their Excel model with special ModelRisk quantitative probability distribution functions that describe the uncertainty about those values. ModelRisk then uses Monte Carlo simulation to automatically generate thousands of possible scenarios. In the same way that Excel is used for many different types of analysis, ModelRisk is used to assess the uncertainty in the numbers produced by the Excel model. Users have performed risks analyses with ModelRisk in a vast range of fields.
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    Statistix

    Statistix

    Analytical Software

    lf you have data to analyze—but you're a researcher, not a statistician—Statistix is designed for you. You'll be up and running in minutes—without programming or using the manual! This easy to learn and simple to use software saves you valuable time and money. Statistix combines all the basic and advanced statistics and powerful data manipulation tools you need in a single, inexpensive package. Statistix offers powerful data manipulation tools, import/export support for Excel and text files, linear models (including linear regression, logistic regression, Poisson regression, and ANOVA), nonlinear regression, nonparametric tests, time series, association tests, survival analysis, quality control, power analysis, and more.
    Starting Price: $395 one-time payment
  • 10
    ndCurveMaster

    ndCurveMaster

    SigmaLab Tomas Cepowski

    ndCurveMaster is a specialized software designed for multivariable curve fitting. It automatically applies nonlinear regression equations to your datasets, which can consist of observed or measured values. The software supports curve and surface fitting in 2D, 3D, 4D, 5D, ..., nD dimensions. This means that no matter how complex your data is or how many variables it has, ndCurveMaster can handle it with ease. For example, ndCurveMaster can efficiently derive an optimal equation for a dataset with six inputs (x1 to x6) and an output Y, such as: Y = a0 + a1 · exp(x1)^-0.5 + a2 · ln(x2)^8 + ... + a6 · x6^5.2, to accurately match measured values. Utilizing machine learning numerical methods, ndCurveMaster automatically fits the most suitable nonlinear regression functions to your dataset and discovers the relationships between the inputs and output. This robust tool offers linear, polynomial, and nonlinear curve fitting, utilizes crucial validation and goodness-of-fit tests.
    Starting Price: €289
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    RASON

    RASON

    Frontline Solvers

    RASON (RESTful Analytic Solver Object Notation) is a modeling language and analytics platform embedded in JSON and delivered via a REST API that makes it simple to create, test, solve, and deploy decision services powered by advanced analytic models directly into applications. It lets users define optimization, simulation, forecasting, machine learning, and business rules/decision tables using a high-level language that integrates naturally with JavaScript and RESTful workflows, making analytic models easy to embed into web or mobile apps and scale in the cloud. RASON supports a wide range of analytic capabilities, including linear and mixed-integer optimization, convex and nonlinear programming, Monte Carlo simulation with multiple distributions and stochastic programming methods, and predictive models such as regression, clustering, neural networks, and ensembles, plus DMN-compliant decision tables for business logic.
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    FinanceIsland

    FinanceIsland

    FinanceIsland

    Analyze return on investment (ROI) by performing discounted cash flow analysis and calculating key ROI metrics such as net present value (NPV). Identify most relevant drivers of ROI using the sensitivity chart. Model uncertainties in your analysis using Monte Carlo simulation. Save time with standardized online tools built on corporate finance principles.
    Starting Price: $19.00/month/user
  • 13
    SOLIDWORKS Simulation
    Subject your designs to real world conditions to raise product quality while reducing prototyping and physical testing costs. SOLIDWORKS® Simulation is an easy-to-use portfolio of structural analysis tools that use Finite Element Analysis (FEA) to predict a product’s real-world physical behavior by virtually testing CAD models. The portfolio provides linear, non-linear static and dynamic analysis capabilities. SOLIDWORKS Simulation Professional enables you to optimize your design, determine product mechanical resistance, product durability, topology, natural frequencies, and test heat transfer and buckling instabilities. It can also perform sequential multi-physics simulations. SOLIDWORKS Simulation Premium lets you efficiently evaluate your designs for nonlinear and dynamic response, dynamic loading, and composite materials. SOLIDWORKS Simulation Premium includes three advanced studies: Non-Linear Static, Non-Linear Dynamic, and Linear Dynamics.
  • 14
    GUMsim

    GUMsim

    QuoData

    Deviations from the true value (measurement uncertainty) always accompany measurements carried out in the context of the evaluation or calibration of measurement instruments or procedures. Quality control requires that this uncertainty is quantified. Based on the current Guide to the Expression of Uncertainty in Measurement (GUM) and the GUM supplement 1, GUMsim® is built upon advanced computational algorithms that allow more efficient determination of measurement uncertainty in compliance with ISO/IEC 17025. The determination of measurement uncertainty results from the mathematical relation and statistical evaluation of all factors which contribute to the measurement result. For such measurement models GUMsim offers a comfortable input environment. Several application models have been pre-defined and are available as templates for your particular evaluations to help you get started.
    Starting Price: €870 one-time payment
  • 15
    Aspen DMC3

    Aspen DMC3

    Aspen Technology

    Develop more accurate and sustainable APC models covering a wider operational range by combining linear and nonlinear variables with deep learning. Improve ROI with rapid controller deployment, continuous model improvement and simplified workflows to enable easier use by engineers. Revolutionize model building with AI and streamline controller tuning with step-by-step wizards to specify linear and nonlinear optimization objectives. Increase controller uptime by accessing, visualizing and analyzing real-time KPIs in the cloud. In today’s ever-evolving global economy, energy and chemical companies need to operate with newfound agility to meet market demand and maximize margins. Aspen DMC3 is a next-generation digital technology helping companies sustain a 2-5% improvement in throughput, a 3% increase in yield and 10% reduction in energy consumption. Learn more about next-generation advanced process control technology.
  • 16
    Microwave Office

    Microwave Office

    Cadence Design Systems

    Microwave Office supports the design of RF passive components such as filters, couplers, and attenuators, as well as active devices operating under small-signal (AC) conditions such as low noise and buffer amplifiers. The linear configuration provides simulation of S-parameters (Y/Z/H/ABCD), small-signal gain, linear stability, noise figure, return loss/voltage standing wave ratio (VSWR), and more, as well as real-time tuning, optimization, and yield analysis. All E-series Microwave Office portfolios include synchronous schematic / layout editors, 2D/3D viewers, comprehensive libraries of high-frequency distributed transmission models, surface-mount vendor component RF models with footprints, measurement-based simulations, and RF plotting. Microwave Office PCB enables linear and nonlinear RF circuit design with the robust APLAC HB simulator and its powerful multi-rate HB, transient-assisted HB, and time-variant simulation engine, supporting analysis of RF/microwave circuits.
  • 17
    Simpack

    Simpack

    Dassault Systèmes

    Simpack is a general multibody system simulation (MBS) software enabling analysts and engineers to simulate the non-linear motion of any mechanical or mechatronic system. It enables engineers to generate and solve virtual 3D models in order to predict and visualize dynamic motion, coupling forces and stresses. Simpack is used primarily within the automotive, engine, HIL/SIL/MIL, power transmission, railway, and wind energy industrial sectors, but can be applied to any branch of mechanical engineering. Simpack simulation software is particularly well-suited to high frequency transient analyses, even into the acoustic range. Simpack was primarily developed to handle complex non-linear models with flexible bodies and harsh shock contact.
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    Simcenter Nastran
    Simcenter Nastran is a premier finite element method (FEM) solver for computational performance, accuracy, reliability and scalability. Simcenter Nastran includes powerful solutions for linear and nonlinear structural analysis, structural dynamics, acoustics, rotor dynamics, aeroelasticity, thermal analysis, and optimization. The advantage to having all these solutions available in a single solver is that input/output file formats are the same for all solution types, which greatly simplifies modeling processes. Available as a standalone enterprise solver or as an integrated solver in Simcenter 3D, Simcenter Nastran helps manufacturers as well as engineering suppliers in aerospace, automotive, electronics, heavy machinery, medical device, and other industries for their critical engineering computing needs so they can produce safe, reliable and optimized designs within ever shorter design cycles.
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    DeepEX

    DeepEX

    Deep Excavation LLC

    DeepEX is a powerful, advanced geotechnical application for the design and analysis of deep excavation projects. It enables engineers to perform structural and geotechnical design of any deep excavation model in one package, supporting wall types such as soldier piles, secant/tangent piles, sheet piles, and diaphragm walls, multiple support systems, including anchored walls, braced excavations with struts or rakers, top-down excavations with slabs and deadman walls, and allows modelling in 2D or full 3D. It supports various analysis methods, including limit equilibrium, non-linear (using elastoplastic Winkler springs) and finite element analysis; it integrates both structural and geotechnical checks, works with international steel member databases and design codes, offers automated workflows for rapid modelling (including voice-command entry and model wizards), and can export drawings and sketches or immersive 3D visualizations.
  • 20
    Full Monte SRA

    Full Monte SRA

    Barbecana Inc.

    About the only thing you can be certain of about a project completion date calculated by traditional critical path method (CPM) scheduling tools is that it will be wrong. Even assuming the schedule complies with best practices, contains the entire project scope, and has reasonable estimates for activity (task) durations, there is a strong likelihood the project will not be delivered on time or within budget. Why is that? Because every project is subject to uncertainty. Unfortunately, even if the original estimates are good and activity actual durations are on average close to the original estimates, a phenomenon called merge bias means that the more predecessors any given activity has, the less probable it is to start on time. This is the key reason for performing a schedule risk analysis using Monte Carlo simulation. Barbecana’s Full Monte Schedule Risk Analysis software is a very fast, easy to use,
    Starting Price: $1,195 one time payment
  • 21
    Calibration Studio

    Calibration Studio

    Virtuz Technology

    Calibration Studio offers key benefits over the manual method of Calibration. Calibration Studio has a work flow-based approach to calibration and inspection. Master management, Instrument management, Receive Instrument, Inspect Instrument, Generate Certificate are the key functionalities. Type A and Type B uncertainty calculations and certificate display and printing are functions finally carried out. The Auditor can view the measurement results, uncertainty values and other certificate information based on which he/she can accept or reject the instrument under inspection. Rejected instruments are sent back for recalibration or repairs. The accepted ones are issued to the related department for future use. The Meta data configuration functionality provides administrators to configure Customer Information, Units, Master Category, Instrument Category/sub category, Measurement methodology, and Certificate fields/notes/remarks.
    Starting Price: $210 one-time payment
  • 22
    Patran

    Patran

    Hexagon AB

    Patran provides a rich set of tools that streamline the creation of analysis ready models for linear, nonlinear, explicit dynamics, thermal, and other finite element solutions. From geometry cleanup tools that make it easy for engineers to deal with gaps and slivers in CAD, to solid modeling tools that enable creation of models from scratch, Patran makes it easy for anyone to create FE models. Meshes are easily created on surfaces and solids alike using fully automated meshing routines, manual methods that provide more control, or combinations of both. Finally, loads, boundary conditions, and analysis setup for most popular FE solvers is built in, minimizing the need to edit input decks. Patran's comprehensive and industry tested capabilities ensure that your virtual prototyping efforts provide results fast so that you can evaluate product performance against requirements and optimize your designs.
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    MIDAS FEA NX

    MIDAS FEA NX

    MIDAS FEA NX

    MIDAS FEA NX is a specialized finite element analysis (FEA) software built to support detailed structural and civil engineering simulations by providing a user-friendly, CAD-like modeling environment paired with advanced analysis capabilities. It allows engineers to import various 3D CAD formats directly and create high-quality finite element meshes using automatic and hybrid mesh generation techniques, reducing manual preparation time and improving model accuracy. It supports both linear and nonlinear analyses, including complex simulations with high-performance solvers and parallel computing to handle large, real-world projects efficiently. FEA NX excels at refined method analysis required by design codes for structures with complex geometry, enabling in-depth evaluation of stress, deformation, and behavior under diverse loading conditions. It integrates seamlessly with the broader MIDAS COLLECTION tools and other structural analysis programs.
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    Calculix

    Calculix

    Calculix

    With CalculiX finite element models can be built, calculated, and post-processed. The pre-and post-processor is an interactive 3D tool using the OpenGL API. The solver is able to do linear and non-linear calculations. Static, dynamic, and thermal solutions are available. Because the solver makes use of the abaqus input format it is possible to use commercial pre-processors as well. In turn the pre-processor can write mesh-related data for nastran, abaqus, ansys, code-aster, and for the free-cfd codes dolfyn, duns, ISAAC and OpenFOAM. A simple step reader is included. In addition, external CAD interfaces are available. The program is designed to run on Unix platforms like Linux and Irix computers but also on MS Windows.
  • 25
    PlanningForce

    PlanningForce

    PlanningForce

    Bring A.I. into the heart of S&OP processes to boost overall company performance while making the most of existing ERP systems and scarce human resources. PlanningForce’s Decision Intelligence layer helps you to make the most of human expertise, modeling, databases and A.I. to optimize complex and non-linear decision-making processes. By combining four cornerstones: human experience, modeling, databases and artificial intelligence, PlanningForce provides a layer of Decision Intelligence that helps managers to steer their decision-making with incredible speed and precision. The results obtained by this layer of Decision Intelligence are so powerful – and insightful – that Decision-Makers feel in control of processes that have become increasingly complex and interdependent over time. Decision-Makers can easily juggle the multiple factors at play in non-linear decision-making processes simultaneously, thanks to the simulation capabilities of the system.
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    VSDC Video Editor

    VSDC Video Editor

    Flash-Integro

    This free multimedia suite brings a set of tools for editing video, improving audio, recording voiceovers, capturing desktop screen, and more. We’re proud to have over 5 million happy users worldwide and help creators on a budget visualize their ideas. As a non-linear program, VSDC allows for producing professional-level videos where multiple layers of footage can be blended into a single composition. Non-linear also means that video files and images do not necessarily have to follow a linear (direct) sequence – they can appear in various positions in the scene synchronously with other objects, and at any point in time. As a result, you can easily apply a picture-in-picture effect, a split-screen effect, make objects change their appearance or position overtime during the playback.
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    Analytica

    Analytica

    Lumina Decision Systems

    BI tools provide beautiful dashboards and reports that allow users to explore patterns in historical data. And past data can lead to insights. But it can never be prescriptive. Knowledge about what could happen, especially in unprecedented situations, and how to make it happen can only be achieved with Model-Driven decision-making. Analytica is a unique visual software environment for building, exploring, and sharing quantitative decision models that generate prescriptive results. Transcend cumbersome spreadsheets. Analytica’s scalability, power, flexibility, and clarity will be a revelation. Build transparent models using Analytica in a fraction of the time needed for procedural languages like R or Python. Get insights not just numbers. Use agile modeling to create models for effective business decision-making. Estimate risk and uncertainty using efficient probabilistic simulation. Smart sensitivity analysis shows what matters and why.
  • 28
    InfoAsset Planner

    InfoAsset Planner

    Autodesk Water Infrastructure

    InfoAsset Planner, is a renewal and replacement roadmap so you can stay ahead of asset deterioration and prioritize renewal projects based on your available capital budget. Whether it is NASSCO-certified CCTV inspections, focused electrode leak location (FELL), or acoustic sensor data, InfoAsset Planner can intake and process your inspections to drive repair and replacement plans. Assess risk of structural failure to prioritize assets in a flexible way. Leverage deterioration models to statistically predict future pipe failures, including failure definition, sensitivity analysis, cohort models, and regression analysis that includes non-linear regression curves. Prepare a rehabilitation plan to get actionable decisions for each asset based on your desired logic. Consider condition, risk, and budget to determine the right action, at the right time, in a way that is justified and repeatable.
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    Aucerna Previso
    Aucerna Previso lets your teams efficiently model the entire integrated extraction, production and distribution system from multiple reservoirs, wells, subsea pipelines, compressors, and separators to the market. Operators get a comprehensive, production forecasting and modeling solution. Forecasts are market-driven with production tracked on a component basis and back-allocated through the processing plants, pipelines, compressors, wells and finally each reservoir. Aucerna Previso software very quickly and accurately calibrates to historical inputs, forecasts production profiles, and manages subsurface uncertainty quantification by generating the vast numbers of scenarios required for understanding and optimizing short, medium, and long-term production planning. Previso features industry-tailored optimization algorithms that rely on smart block matrix building for facilitating linear programming, which results in very rapid solution convergence.
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    ZBrush

    ZBrush

    Pixologic

    ZBrush is a digital sculpting and painting program that has revolutionized the 3D industry with its powerful features and intuitive workflows. Built within an elegant interface, ZBrush offers the world’s most advanced tools for today’s digital artists. With an arsenal of features that have been developed with usability in mind, ZBrush creates a user experience that feels incredibly natural while simultaneously inspiring the artist within. With the ability to sculpt up to a billion polygons, ZBrush allows you to create limited only by your imagination. Designed around a principle of circularity, the menus in ZBrush work together in a non-linear and mode-free method. This facilitates the interaction of 3D models, 2D images and 2.5D Pixols in new and unique ways. ZBrush gives you all of the tools needed to quickly sketch out a 2D or 3D concept and then take that idea all the way to completion. You can create realistic renders directly in ZBrush with lighting and atmospheric effects.
    Starting Price: $39.95 per month
  • 31
    SHARK

    SHARK

    SHARK

    SHARK is a fast, modular, feature-rich open-source C++ machine learning library. It provides methods for linear and nonlinear optimization, kernel-based learning algorithms, neural networks, and various other machine learning techniques. It serves as a powerful toolbox for real-world applications as well as research. Shark depends on Boost and CMake. It is compatible with Windows, Solaris, MacOS X, and Linux. Shark is licensed under the permissive GNU Lesser General Public License. Shark provides an excellent trade-off between flexibility and ease-of-use on the one hand, and computational efficiency on the other. Shark offers numerous algorithms from various machine learning and computational intelligence domains in a way that they can be easily combined and extended. Shark comes with a lot of powerful algorithms that are to our best knowledge not implemented in any other library.
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    R

    R

    The R Foundation

    R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be considered as a different implementation of S. There are some important differences, but much code written for S runs unaltered under R. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, and is highly extensible. The S language is often the vehicle of choice for research in statistical methodology, and R provides an Open Source route to participation in that activity. One of R’s strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formulae where needed.
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    NVIDIA Modulus
    NVIDIA Modulus is a neural network framework that blends the power of physics in the form of governing partial differential equations (PDEs) with data to build high-fidelity, parameterized surrogate models with near-real-time latency. Whether you’re looking to get started with AI-driven physics problems or designing digital twin models for complex non-linear, multi-physics systems, NVIDIA Modulus can support your work. Offers building blocks for developing physics machine learning surrogate models that combine both physics and data. The framework is generalizable to different domains and use cases—from engineering simulations to life sciences and from forward simulations to inverse/data assimilation problems. Provides parameterized system representation that solves for multiple scenarios in near real time, letting you train once offline to infer in real time repeatedly.
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    Model Predictive Control Toolbox
    Model Predictive Control Toolbox™ provides functions, an app, Simulink® blocks, and reference examples for developing model predictive control (MPC). For linear problems, the toolbox supports the design of implicit, explicit, adaptive, and gain-scheduled MPC. For nonlinear problems, you can implement single- and multi-stage nonlinear MPC. The toolbox provides deployable optimization solvers and also enables you to use a custom solver. You can evaluate controller performance in MATLAB® and Simulink by running closed-loop simulations. For automated driving, you can also use the provided MISRA C®- and ISO 26262-compliant blocks and examples to quickly get started with lane keep assist, path planning, path following, and adaptive cruise control applications. Design implicit, gain-scheduled, and adaptive MPC controllers that solve a quadratic programming (QP) problem. Generate an explicit MPC controller from an implicit design. Use discrete control set MPC for mixed-integer QP problems.
    Starting Price: $1,180 per year
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    Altair Compose

    Altair Compose

    Altair Engineering

    Analyzing data, developing algorithms, or creating models - Altair Compose is designed to bring your ideas forward. Altair Compose is an environment for doing math calculations, manipulating, and visualizing data, programming, and debugging scripts useful for repeated computations and process automation. Altair Compose allows users to perform a wide variety of math operations including linear algebra and matrix manipulations, statistics, differential equations, signal processing, control systems, polynomial fitting, and optimization. The broad set of native CAE and test result readers accelerates system understanding and works with Altair Activate® to support model-based development, for multi-domain and system of systems simulations. Altair Embed® completes the model-based design portfolio with automated code generation, allowing for the testing and verification of embedded systems.
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    Airbridge
    People-based Attribution and Campaign Measurement for Web and Mobile. Full visibility for campaigns across all platforms, channels, and devices with tools for unified measurement, campaign analytics, and accurate attribution. Customizable dashboard to present holistic measurement metrics. Airbridge’s measurement capabilities allow you to deeply analyze the performance of your executed marketing campaigns through various metrics ranging from engagements, uninstalls, retention, impressions, cost, and revenue. Measure and attribute conversions to the right media, device and platform. Our last click and statistical multi-touch models allows you to track complex non-linear customer journeys and determine in granularity the value of each campaign, channels, platforms and search keywords in influencing customer conversions. Customizable detection parameters equipped with validation rules for genuine measurement. Eliminate wasteful spending on ad fraud with Airbridge.
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    SteelSync

    SteelSync

    SteelSync

    Are you a Tech team struggling with Linear’s limitations? SteelSync is your solution to transform these challenges into streamlined efficiency. Our tool supercharges Linear, directly targeting the pain points you face every day: Automated “Business” Interactions: Say goodbye to the tedious manual process of handling feature requests and bug reports. SteelSync automates these interactions, saving time and reducing errors. Centralized Updates: Struggling to keep “the Business” and non-Linear users informed? Our platform centralizes updates with monthly views, ensuring everyone is on the same page with real-time information. Unified, Real-Time Board: Overwhelmed with disjointed tools? Our unified public board brings all your project management in one place, providing a cohesive and real-time view. Streamlined Public Roadmaps: Share the next steps with stakeholders easily. SteelSync's public roadmap feature is designed for transparency, enabling you to share project milestones.
    Starting Price: $19 per month
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    RabbitHoles AI

    RabbitHoles AI

    RabbitHoles AI

    RabbitHoles AI is an app to have AI conversations on an Infinite canvas. Each node on the canvas is a conversation. Multiple conversations can be connected to share context, along with adding other data sources like PDF files, YouTube videos, etc. Key Features: - Multiple Chats On Canvas: Have multiple connected chats with AI on the same canvas. - Unlimited Canvases: Create unlimited canvases - Latest Pro Models: Chat with all the popular LLM models from ChatGPT, Claude, Perplexity, Gemini, and Grok (xAI) Benefits - No loss of context: As a side effect of branching chats, you control the length of the conversation; this prevents loss of context - Spatial Conversation: Learn/research faster on a whiteboard like canvas - Non-linear chats: Our brains don't think or learn linearly, so why should our chatbots be linear? Use Case Advanced AI Users can get what they want out of AI by having long explorative conversations with different AI models on an infinite canvas.
    Starting Price: $39 lifetime deal
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    SOFiSTiK

    SOFiSTiK

    SOFiSTiK

    SOFiSTiK is a comprehensive suite of structural engineering software that delivers advanced tools for finite element analysis, design, detailing, CAD, and BIM workflows used to plan, analyze, and document buildings, bridges, tunnels, and other infrastructure projects. It supports end-to-end engineering workflows, from model creation and structural analysis to detailed design, reinforcement planning, and documentation, with modules tailored for 3D modeling, BIM integration with tools like Autodesk Revit and AutoCAD, and open interfaces such as IFC and SAF that enable seamless data exchange and collaboration. SOFiSTiK’s FEM packages provide powerful solvers for linear and nonlinear analysis, dynamic and static load cases, and industry-standard code checks. SOFiSTiK helps teams deliver reliable, coordinated designs and documentation throughout the lifecycle of construction projects.
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    Inventor Nastran
    CAD-embedded finite element analysis software. Use a wider variety of study types and materials in your analysis. Inventor® Nastran® delivers finite element analysis (FEA) tools for engineers and analysts. Simulation covers multiple analysis types, such as linear and nonlinear stress, dynamics, and heat transfer. Inventor Nastran is available only in the Product Design & Manufacturing Collection. The Product Design & Manufacturing Collection delivers tools that work right inside Inventor—including advanced simulation, 5-axis CAM, and nesting, plus AutoCAD and Fusion 360.
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    GT STRUDL

    GT STRUDL

    Hexagon PPM

    GT STRUDL® is structural engineering software offering a complete design solution, including 3D CAD modeling and 64-bit high-performance computation solvers into all versions. GT STRUDL includes all the tools necessary to analyze a broad range of structural engineering and finite element analysis problems, including linear and nonlinear static and dynamic analysis, and can do so accurately in a fraction of the time of most other structural design software. Structural design software helps structural engineers create safe and effective designs, while managing the complexity of many different scenarios across a range of industries, including power, civil engineering, marine and infrastructure. Quality software includes many features, such as interoperability, structural analysis, database-driven design and quality assurance - all of which are included in GT STRUDL.
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    ExecSims

    ExecSims

    Powersim Solutions

    Dynamic simulations, rated highly by corporate trainers and business school professors, provide the best experiential learning. Our simulations have proven to be valuable in revealing links between strategy, operating decisions and performance outcomes. The simulation will also serve as a practice field for developing skills in observing, assessing and engaging in effective conversations. To get the best hands on management learning experience, business simulations ought to mimic the real world as best as possible. Our simulations are built on dynamic simulation modeling platform capturing non-linear relationships, time delays and causal relationships to realistically evaluate the consequences of team decisions on the business outcomes.
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    Thangs Sync
    Thangs Sync is a desktop application, that when mapped to a folder will back up 3D assets to the Thangs free, unlimited, and secure, 3D-native cloud. Thangs + Sync supports more than 30 3D file formats. When a new model or 3D file is saved to the synced folder, the file is securely saved in the user's Thangs Workspace and 3D-native cloud. When a newer version is saved to the folder, overriding the prior version, the new version is synced to Thangs Workspace. All models and all versions are securely backed up in Workspace where there is a 3D-native viewer, visual revision control, and non-linear collaborative workflow tools.
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    Plug&Score Modeler
    An extremely easy-to-use scoring system. A tool created by scoring experts for small and medium size credit organizations. Exactly what you need for accurate real-time scoring (and only for scoring) without obsolete hard-to-learn features. The best cost to value ratio on the market. Up and running within a few days. Easy to use due to its wizard-based scorecard modeling interface. Monitor and validate scorecards using a set of pre-defined reports. Reject Inference with automated and manual inference methods. Automated binning based on chi-square and manual binning based on WOE. Automatic and manual sampling. Graphical statistics. Portfolio data filtering, sorting and re-assignment to “Good” and “Bad”. Transformation of numeric variables into categorical ones. Correlation coefficients (correlation coefficient is provided for each pair of variables for the dataset before and after the binning procedure).
    Starting Price: $9950 one-time payment
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    Wave RMS
    Offering the best of AI with a human touch, Wave allows today’s revenue managers to break free from having to solely trust the ‘black box’ they are normally bound to by other revenue management systems, and start enjoying an ease and control not currently found in most of today’s RMSs. With its unique strategy builder tool, Wave brings revenue managers AI models that can be adjusted to fit your hotel’s particular strategy, while allowing for more transparency in pricing recommendations, so you can get back to running your hotel. Hoteliers who may not be using an RMS, and who need a revenue management strategy. Hotels that need a more intelligent RMS workspace for deployment of revenue strategies. Any size hotel struggling with the ability and resources to effectively analyze and execute on their data. Provide automated forecast demand using non-linear calculations for price elasticity.
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    AMPL

    AMPL

    AMPL

    AMPL is a powerful and intuitive modeling language designed to represent and solve complex optimization problems. It enables users to formulate mathematical models in a syntax that closely mirrors algebraic notation, facilitating a clear and concise representation of variables, objectives, and constraints. AMPL supports a wide range of problem types, including linear programming, nonlinear programming, mixed-integer programming, and more. One of its key strengths is the ability to separate models and data, allowing for flexibility and scalability in handling large-scale problems. The platform offers seamless integration with numerous solvers, both commercial and open-source, providing users with the flexibility to choose the most appropriate solver for their specific needs. AMPL is available across multiple operating systems, including Windows, macOS, and Linux, and offers various licensing options.
    Starting Price: $3,000 per year
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    GoldSim

    GoldSim

    GoldSim Technology Group

    GoldSim is the premier Monte Carlo simulation software solution for dynamically modeling complex systems in engineering, science and business. GoldSim supports decision-making and risk analysis by simulating future performance while quantitatively representing the uncertainty and risks inherent in all complex systems. Organizations worldwide use GoldSim simulation software to evaluate and compare alternative designs, plans and policies in order to minimize risks and make better decisions in an uncertain world. Water resources, water supply and hydrological modeling projects typically involve simulating systems made up of many component parts that are interrelated, and in some cases, poorly characterized. In most situations, the hydrological system is driven by stochastic variables (i.e., precipitation, evaporation, demand) and involves uncertain processes, parameters, and events.
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    Bitwig Studio
    Bitwig Studio inspires you to take greater control of your music, giving you access to every aspect of your production. Streamline your creative process and quickly evolve your ideas into complete songs, tracks, and compositions. Record and arrange, improvise and perform, or do it all at once. Linear and non-linear workflows for sound design, recording, live performance, and beyond. Enjoy over 10 GB (and counting) of world-class sound content from Bitwig and selected partners. The modulation system in Bitwig Studio allows you to use Macro controls, Note Expressions, LFOs, and Envelopes to modulate any device, VST plug-in, or hardware parameter. With 30+ modulators (and counting) the potential for creative expression is endless.
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    Artelys Knitro
    Artelys Knitro is a leading solver for large-scale nonlinear optimization problems, offering a suite of advanced algorithms and features to address complex challenges across various industries. It provides four state-of-the-art algorithms: two interior-point/barrier methods and two active-set/sequential quadratic programming methods, enabling efficient and robust solutions for a wide range of optimization problems. Additionally, Knitro includes three algorithms specifically designed for mixed-integer nonlinear programming, incorporating heuristics, cutting planes, and branching rules to effectively handle discrete variables. 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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    Risky Project

    Risky Project

    Intaver Institute

    RiskyProject is a complete suite of project risk analysis and project risk management software in one seamless package that is easy to use, integrates with Microsoft Project, Primavera, and other scheduling and planning tools, and covers the complete risk life cycle. RiskyProject includes qualitative risk analysis and risk management as well as quantitative Monte Carlo schedule and cost risk analysis. RiskyProject also includes comprehensive Risk Register. With RiskyProject, you no longer need two or more applications to perform Monte Carlo project risk analysis and manage your project risks. They are now in one easy to use and affordable desktop software. Project risk analysis is a process of defining and analyzing threats and opportunities affecting project schedules. Project risk analysis helps to determine how uncertainties in project task and resources affect project scope, deliverables, cost, duration, and other parameters.
    Starting Price: $699 one-time payment