Showing 82 open source projects for "input-output model"

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    MATLAB Deep Learning Model Hub

    MATLAB Deep Learning Model Hub

    Discover pretrained models for deep learning in MATLAB

    Discover pre-trained models for deep learning in MATLAB. Pretrained image classification networks have already learned to extract powerful and informative features from natural images. Use them as a starting point to learn a new task using transfer learning. Inputs are RGB images, the output is the predicted label and score.
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  • 2
    CausalImpact

    CausalImpact

    An R package for causal inference in time series

    The CausalImpact repository houses an R package that implements causal inference in time series using Bayesian structural time series models. Its goal is to estimate the effect of an intervention (e.g. a marketing campaign, policy change) on a time series outcome by predicting what would have happened in a counterfactual β€œno intervention” world. The package requires as input a response time series plus one or more control (covariate) time series that are assumed unaffected by the...
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  • 3
    Protenix

    Protenix

    A trainable PyTorch reproduction of AlphaFold 3

    Protenix is an open-source, trainable PyTorch reimplementation of AlphaFold 3, developed by ByteDance with the goal of democratizing high-accuracy protein structure prediction for computational biology and drug-discovery research. Protenix provides a complete pipeline for turning protein sequences (with optional MSA / sequence alignment) or structural inputs (e.g. PDB/CIF) into full 3D atomic-level structure predictions. It supports both β€œfull” models and lightweight variants such as...
    Downloads: 0 This Week
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  • 4
    CADAM

    CADAM

    CADAM is the open source text-to-CAD web application

    ...It is designed around a browser-first experience, so users can iterate quickly without installing a heavyweight desktop CAD suite for every experiment. A key idea is that the generated output is parametric and scriptable, enabling repeatable edits and variations rather than a one-off mesh result. The project integrates modern web tooling and a backend stack to manage sessions, model generation requests, and persisted outputs, making it usable as an actual product rather than only a demo. It’s also built to support an agentic workflow, where the system can refine outputs over multiple steps, bridging the gap between intent (β€œa bracket with four mounting holes”) and precise geometry.
    Downloads: 16 This Week
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  • 5
    BioEmu

    BioEmu

    Inference code for scalable emulation of protein equilibrium ensembles

    Biomolecular Emulator (BioEmu for short) is a model that samples from the approximated equilibrium distribution of structures for a protein monomer, given its amino acid sequence. By default, unphysical structures (steric clashes or chain discontinuities) will be filtered out, so you will typically get fewer samples in the output than requested. The difference can be very large if your protein has large disordered regions, which are very likely to produce clashes.
    Downloads: 1 This Week
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  • 6

    HYPE

    hydrological model for simulation of water and water quality over time

    ...It handles input and output and the simuation over time.
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    Downloads: 99 This Week
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  • 7
    DNP3 Protocol Code  Win Linux download

    DNP3 Protocol Code Win Linux download

    DNP3 Protocol Source code Library Outstation and client Win Linux

    v21.06.018 Complete implementation of DNP3 protocol standard including File transfer. Binary Input, Double-bit Binary Input, Binary Output, Counter Input, Analog Input, Analog output, Octect String, virtual terminal String. support CROB, analog output command with "select-before-operate" or "direct-execute" command execution modes Industry proven, tested with all leading test tools Get a free DNP3 (IEEE 1815) Development Bundle In the Development Bundle, We included DNP3...
    Downloads: 0 This Week
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  • 8
    DNP3 Protocol Win Linux  test tool code

    DNP3 Protocol Win Linux test tool code

    DNP3 Outstation and client simulator, Source code Library, win, Linux

    DNP3 Protocol - v21.06.018 Complete implementation of DNP3 protocol standard including File transfer. Binary Input, Double-bit Binary Input, Binary Output, Counter Input, Analog Input, Analog output, Octect String, virtual terminal String. support CROB, analog output command with "select-before-operate" or "direct-execute" command execution modes Industry proven, tested with all leading test tools. DNP3 Protocol RTU Outstation Server Simulator, Client Master Simulator,...
    Downloads: 1 This Week
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  • 9
    DNP3 Windows c c++ c# .net

    DNP3 Windows c c++ c# .net

    DNP3 Source code Library for Windows and simulator

    v21.06.018 Complete implementation of DNP3 protocol standard including File transfer. Binary Input, Double-bit Binary Input, Binary Output, Counter Input, Analog Input, Analog output, Octect String, virtual terminal String. support CROB, analog output command with "select-before-operate" or "direct-execute" command execution modes, unsolicited response, Time Synchronization support C C++, C# ( .net ) programming languages Get a free DNP3 Development Bundle In the Development...
    Downloads: 0 This Week
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  • 10
    DNP3 Protocol Linux Arm POSIX code

    DNP3 Protocol Linux Arm POSIX code

    DNP3 Protocol Source code Library for Linux x86 x64 ARM PowerPC

    v21.06.018 DNP3 Protocol Linux SDK Supports Embedded Linux (ARM, Coldfire, Power PC), Ubuntu Linux(X86, X86-64), Fedora, CentOS, Red Hat and POSIX Complaint OS The source code will allow you to quickly compile your own examples with the features of your existing development environment to work with our DNP3 library. DNP3 Linux SDK contains Shared Library(.a) (precompiled library), Static link lib, Demo Server & Client programs, CodeBlock Demo console project files, Doxygen ....
    Downloads: 2 This Week
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  • 11
    Habfuzz

    Habfuzz

    A command-line tool for data-driven fuzzy modelling

    Input 1 - A training dataset (multiple observations) of up to four variables (predictors) against one (response variable) Input 2 - A test dataset (multiple observations) of the same four variables with unknown response variable Output - Calculation of the response variable for each test observation using fuzzy logic or fuzzy rule-based Bayesian algorithms HABFUZZ is a habitat model, which can be used in ecohydraulic modelling applications for the calculation of the instream habitat suitability in various discharge scenarios in a simulated river reach. ...
    Downloads: 10 This Week
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  • 12

    Ship, Tow-Tether and Moonpool Models

    Linked Excel workbooks for preliminary study of the title systems

    ...The file β€œBlock Diagram.pdf” shows linkages and summarizes each workbooks’ major features. FD and TD at the end of a file name denotes frequency domain and time domain solutions, respectively. Except for the moonpool TD model, which is a solution to the nonlinear equations of motion for the moonpool piston mode, TD solutions are obtained by superposing FD solutions in uniform random phase. Toolbars on the plot tabs can be activated to expose plot options. Model input parameters are defined in comments to the input cells of each workbook. (Use the TAB key to move between input cell.) ...
    Downloads: 0 This Week
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  • 13
    TORCS - The Open Racing Car Simulator
    TORCS, The Open Racing Car Simulator is a highly portable multi platform car racing simulation. It is used as ordinary car racing game, as AI racing game and as research platform. It runs on Linux (x86, AMD64, ARM and PPC), FreeBSD, OpenSolaris and Windows.
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    Downloads: 492 This Week
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  • 14
    CRC RevEng

    CRC RevEng

    Arbitrary-precision CRC calculator and algorithm finder

    ...It calculates reversed CRCs to give the bit pattern that produces a desired forward CRC. CRC RevEng also reverse-engineers any CRC algorithm from sufficient correctly formatted message-CRC pairs and optional known parameters. It comprises powerful input interpretation options. Compliant with Ross Williams' Rocksoft(tm) model of parametrised CRC algorithms.
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    Downloads: 92 This Week
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  • 15
    ransfoil

    ransfoil

    console to calculate airflow around an airfoil based on RANS approach

    RANSFOIL is a console program to calculate airflow field around an isolated airfoil in low-speed, subsonic, transonic or supersonic regime by numerically solving the Reynolds averaged Navier-Stokes (RANS) equations using mature computational fluid dynamics (CFD) method. As postprocess results, the aerodynamic parameters of the airfoil, e.g., lift coefficient and drag coefficient, can be integrated from the airflow distribution near wall boundary. In addition, the coupling between airflow and...
    Downloads: 11 This Week
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  • 16
    atomes

    atomes

    Analysis, visualization, edition of 3D atomistic models

    atomes is a Free (Open Source) cross-platform software licensed under the terms of the Affero GPL v3+ license. atomes is a toolbox developed to analyze, to visualize and to create/edit three-dimensional atomistic models. atomes also provides an advanced input preparation system for further calculations using well known molecular dynamics codes: - Classical MD : DL-POLY and LAMMPS - ab-initio MD : CPMD and CP2K - QM-MM MD : CPMD and CP2K atomes is developed by Dr. SΓ©bastien Le...
    Downloads: 5 This Week
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  • 17
    MCPower

    MCPower

    MCPower β€” simple Monte Carlo power analysis for complex models

    MCPower-GUI is a desktop application that provides a graphical interface for the MCPower Monte Carlo power analysis library. It guides users through the full workflow across three tabs: Model setup (formula input with live parsing, CSV data upload with auto-detected variable types, effect size sliders, and correlation editing), Analysis configuration (find power for a given sample size or find the minimum sample size for a target power, with multiple testing correction and scenario analysis), and Results (interactive charts, exportable tables, and auto-generated Python replication scripts). ...
    Downloads: 13 This Week
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  • 18

    Popppy

    Population Propogation in Python. Simulate births, marriages, deaths

    Full documentation: Download popppyX.Y.html Popppy simulates a population of men and women over a period of time in 1 year time-steps, implementing marriages, births, and deaths. Execution starts with an input consisting of given numbers of men and women of particular ages. It does a decent job predicting 10 to 20 years ahead. Beyond that the input parameters fertility rate, marriage age and mortality rates could change in an unpredictable manner. The tool could also be useful and fun for...
    Downloads: 0 This Week
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  • 19
    PlenFrem

    PlenFrem

    Linear static structural analysis of 2D / plane frame and truss

    Welcome to PlenFrem, software for performing linear static analysis of 2D frame structures and trusses, suitable for civil/structural and mechanical engineering applications. PlenFrem aims 🎯 to offer a simple application for students πŸ‘©β€πŸŽ“, researchers, engineers πŸ‘· whoever need a basic structural analysis software at no cost πŸ†“. It offers no bloated features, no bells πŸ”” & whistles. The interface is intuitive and anyone with fair knowledge of structural analysis πŸ— should be able to use it...
    Downloads: 2 This Week
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  • 20
    Sparx' EA - MDG for TRAK

    Sparx' EA - MDG for TRAK

    MDG for Sparx' Enterprise Architect to Create TRAK arch. descriptions

    Custom add-in (MDG technology) for Sparx Systems Enterprise Architect UML modelling tool (https://sparxsystems.com/products/ea/index.html) to create architecture descriptions using TRAK https://sf.net/projects/trak Provides: - the set of TRAK views that can be represented using UML and SysML . Each view display a custom toolbox palette with the objects and relationships that are needed for that TRAK view - relationships can be made directly from the objects on a view using the...
    Downloads: 0 This Week
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  • 21
    QUCAS-Quantum-Cosmology-Integration

    QUCAS-Quantum-Cosmology-Integration

    NOTICE OF CONSOLIDATION & PARTNERSHIP PENDING As of April 2026, the 20

    NOTICE OF CONSOLIDATION & PARTNERSHIP PENDING As of April 2026, the 20 pipelines of the QCAUS/PDPBioGen suites are undergoing consolidation for high-scale institutional research. Core 'Ford 2026' algorithms remain the proprietary IP of the Ford Peace and Justice Foundation. Academic users at partner institutions are currently performing validation; all other commercial inquiries must contact the author License: Dual πŸ”¬ Overview A complete computational framework for cosmological...
    Downloads: 6 This Week
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  • 22

    IntegralOs

    Numerical integration

    Build a mathematical model of a differential equation, using building blocks like integrator, addition, functions and output pens. Chose an integration method: Euler, Trapez or Simpson. Specify calculation parameter, like time step, end time etc. Run the model and output the results as chart or as CSV file. For example the Lorenz equations can be calculated in 3 000 000 integration steps in 63 seconds.
    Downloads: 0 This Week
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  • 23
    Aestel

    Aestel

    Applications for data management

    "Information is data in action", and, consequently, having good quality data is essential. The AESTEL package contains two highly configurable applications for data management: A data loader and a reporting application, i.e. DataLoader and AEREA, respectively. The data loader application applies user-defined instructions to validate, process and load data. The reporting application provides a query builder and spreadsheet template designer. Both applications work with any relational data...
    Downloads: 0 This Week
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  • 24
    GroIMP

    GroIMP

    Growth-grammar related Interactive Modelling Platform

    ...GroIMP provides classes that can be used in modelling: Turtle commands, further geometrical classes like bicubic surfaces, the class Cell which has been used in the Game Of Life implementation, and so on. The outcome of a model is visualised within GroIMP. In the visual representation of the model output, users can i
    Downloads: 6 This Week
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  • 25
    Automatic Drawing Generation

    Automatic Drawing Generation

    A canvas library for generating technical drawings

    The ADG library (Automatic Drawing Generation) is a set of functions focused on automating the drawing of mechanical parts. It is not a CAD system but a GObject-based library where a custom application can put common CAD entities such as paths, hatches and dimensions, to automatically create technical drawings. A demo application is provided in order to show the capabilities of the canvas. Although it is possible to interact with the library directly in C (that is what the adg-demo...
    Downloads: 0 This Week
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