Search Results for "compute" - Page 12
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Showing 537 open source projects for "compute"
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ELI5
A library for debugging/inspecting machine learning classifiers
...It supports several popular machine learning frameworks including scikit-learn, XGBoost, LightGBM, CatBoost, and Keras. The library allows users to inspect model weights, analyze decision trees, and compute permutation feature importance for black-box models. It also provides specialized tools such as TextExplainer, which can highlight important words in text classification tasks to explain why a model produced a particular prediction. Additionally, the library integrates explanation algorithms such as LIME to interpret predictions from arbitrary machine learning models. -
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...Download pages, repositories, tickets and wiki have been moved to https://github.com/oss-tsukuba/ Download: gfarm: https://github.com/oss-tsukuba/gfarm/releases gfarm2fs: https://github.com/oss-tsukuba/gfarm2fs/releases and more: https://github.com/oss-tsukuba/gfarm/wiki#download Repositories: gfarm: https://github.com/oss-tsukuba/gfarm gfarm2fs: https://github.com/oss-tsukuba/gfarm2fs and more: https://github.com/orgs/oss-tsukuba/repositories Tickets: gfarm: https://github.com/oss-tsukuba/gfarm/issues gfarm2fs: https://github.com/oss-tsukuba/gfarm2fs/issues Wiki: https://github.com/oss-tsukuba/gfarm/wiki Gfarm file system is a network shared file system that supports scalable I/O performance in distributed environment. It can federate local disks of network-connected PCs and compute nodes in several clusters.
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Sensitizer
A toolset to automate STOP analysis with Zemax OpticStudio
...These groups will be perturbed by varying their positions relative to the rest of the system (rigid-body-motions) and/or by adding Zernike shape deformations on their front surface. After a certain perturbation is applied, ZOS runs (sequential) raytracing to compute the optical performance such as centroid displacement or wavefront error. -
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FID score for PyTorch
Compute FID scores with PyTorch
This is a port of the official implementation of Fréchet Inception Distance to PyTorch. FID is a measure of similarity between two datasets of images. It was shown to correlate well with human judgement of visual quality and is most often used to evaluate the quality of samples of Generative Adversarial Networks. FID is calculated by computing the Fréchet distance between two Gaussians fitted to feature representations of the Inception network. The weights and the model are exactly the same... -
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ADiGator
A MATLAB Automatic Differentiation Tool
...Given a user written file, together with information on the inputs of said file, ADiGator uses forward mode automatic differentiation to generate a new file which contains the calculations required to compute the numeric derivatives of the original user function. Furthermore, these calculations are written entirely in the native MATLAB language, and thus the process may be repeated to obtain nth order derivative files. The package is particularly appealing for applications where the same derivative must be found at multiple different points, i.e. non-linear root finding/optimization, stiff ode integration, etc. -
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CUDALucas
A program that uses CUDA to accelerate the Lucas Lehmer test.
CUDALucas is a program implementing the Lucas-Lehmer primality test for Mersenne numbers using the Fast Fourier Transform implemented by nVidia's cuFFT library. You need a CUDA-capable nVidia card with compute compatibility >= 1.3 up to CUDA 6.5, 2.x up to 7.0 and 3.x for >=CUDA 8.0 . The program is run from the command line, however it can be configured without using a terminal. See the Wiki for more details. README for new users available at the Files/Downloads page. -
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Kalibr Allan
IMU Allan standard deviation charts
...While manufacturers typically provide “white noise” values in IMU datasheets, the bias instability and random walk parameters must be determined experimentally. This project enables users to compute those values using Allan variance analysis from recorded IMU data. The workflow involves recording IMU measurements with the device stationary, converting ROS bag files into MATLAB-compatible formats, and then running MATLAB scripts to generate Allan deviation plots. These plots are analyzed to determine noise density and random walk parameters for both gyroscopes and accelerometers. ... -
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Video Nonlocal Net
Non-local Neural Networks for Video Classification
...Efficient implementations keep memory and compute manageable so the blocks can be added without rewriting the entire backbone. The result is a practical, drop-in mechanism for upgrading purely local video models into context-aware networks with strong benchmark performance. -
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ConvNet Burden
Memory consumption and FLOP count estimates for convnets
convnet-burden is a MATLAB toolbox / script collection estimating computational cost (FLOPs) and memory consumption of various convolutional neural network architectures. It lets users compute approximate burdens (in FLOPs, memory) for standard image classification CNN models (e.g. ResNet, VGG) based on network definitions. The tool helps researchers compare the computational efficiency of architectures or quantify resource needs. Estimation of memory consumption (e.g. feature map sizes, parameter storage). Support for multiple network definitions/architectures. ... -
Application Monitoring That Won't Slow Your App DownFull APM with errors, performance, logs, and uptime monitoring. 99.999% uptime SLA on the platform itself.
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Hammurabi Code
Astrophysical magnetic fields simulator
Hammurabi is a HEALPix-based tool for simulating observables such as polarized synchrotron and thermal dust emission from models of physical inputs such as magnetic fields, dust and electron distributions, etc. It is a modular C++ framework into which you can add your own models easily and then use it to perform the line-of-sight integration to compute the observables. See the wiki for installation and usage information. Please cite the original Waelkens et al. (2009) paper if you use hammurabi. This version of Hammurabi is deprecated and is no longer being supported. A new and improved version of Hammurabi (dubbed 'X') is available at : https://bitbucket.org/hammurabicode/hamx -
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AnharmoniCAOS
Cagliari-Orsay model for anharmonic molecular spectra in 2nd order PT
Given dynamical coefficients and/or derivatives of the ionic potential with respect to normal (harmonic) vibrational modes, compute anharmonic energies and electric dipole-permitted transitions and intensities using nearly-degenerate perturbation theory (i.e. properly accounting for Fermi and Darling-Dennison resonances). -
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properties
another c#-like property accessor for c++11 and above.
A property is a member that provides a flexible mechanism to read, write, or compute the value of a private field. Properties can be used as if they are public data members, but they are actually special methods called accessors. This enables data to be accessed easily and still helps promote the safety and flexibility of methods. * Github repository : https://github.com/gammasoft71/properties * Homepage : https://gammasoft71.wixsite.com/properties * Reference guide : https://codedocs.xyz/gammasoft71/properties/ * Examples : https://github.com/gammasoft71/properties/tree/master/examples -
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QualityControlForRadiology
QC tests and patient doses from radiodiagnostic XRay equipment
This software performs various quality control tests for XRay devices used in radiography, mammography, fluoroscopy and CT such as: HVL/tube filtration, high voltage, exposure time, tube output, MTF calculations, film sensitometry, AEC devices and more. It also compute patient doses using an external program based on the GEANT4 simulation toolkit. This program is found here: https://sourceforge.net/projects/doseinhumanbody/ Read the "README" file for details. Source code and documentation included. Also, available on GitHub: https://github.com/ZiliasTheSaint/RadQC.git Check out for dependent module! -
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DoseInHumanBody
Patient dose from medical X-ray and other sources
...It is mainly used for patients undergoing X-ray examinations such as radiography, mammography, dental panoramic and CT but can be used for any kind of radiations. INTERFACE is a small program to compute the correction to dosimeter reading when used in conditions other than the calibration ones. This package does not contain all data required to run, i.e. does not contain GEANT4 libraries and GEANT4 nuclear data (for saving space). It does contain however the X-Ray spectrum data. Read README.txt me inside Build folder for how to fix it. ... -
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DC/DC Boost Converter
This is a basic dc-dc boost converter model using Matlab/Simulink
...Generally, its the determination of the Inductance and capacitance that govern the DC-DC converter. Hence, this script in Matlab takes the user's data and places it in a Simulink model to compute it out. -
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OpenGrowth
OpenGrowth is a program which constructs de novo ligands for proteins.
...OpenGrowthGUI, FOG2.0, and the 3Mer-Screen stand-alone can be found in OpenGrowth_1.0.zip. To prepare new fragments you need BuildingFragments_1.0.1.zip and the scripts for MD simulations are in MD-Scripts_1.0.1.zip. SMoG2016.tar.gz allows to compute a score with the newly developed function (J. Chem. Inf. Mod., http://pubs.acs.org/doi/abs/10.1021/acs.jcim.6b00610). For any questions, please send emails exclusively at opengrowth-discuss@lists.sourceforge.net. -
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pbkdf2
Expands passwords using pbkdf2 and scrypt
...Modern CPUs excel at memory bandwidth. Custom ASICs have two orders of magnitude less of an advantage over CPUs in memory bandwidth compared with the advantage they can have in compute power. Despite its name, Pbkdf2's unique ability isn't creating PBKDF2-derived passwords, it's making it easy to create Scrypt-derived passwords. All available documentation can be read online at http://pbkdf2.sourceforge.net -
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MIGET graphical user interface
The multiple inert gas elimination technique (MIGET)
The multiple inert gas elimination technique (MIGET) was developed in the 1970s to measure the pulmonary exchange of a set of six different inert gases dissolved together in saline (or dextrose) and infused intravenously. It then uses those measurements to compute the distribution of ventilation/perfusion ratios that best explains the exchange of the six gases simultaneously. MIGET is based on the very same mass-conservation principles underlying the classic work of Rahn and Fenn and of Riley and coworkers in the 1950s, which defines the relationship between the ventilation/perfusion ratio and the alveolar and capillary partial pressures of any gas. ... -
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CCapture.js
A library to capture canvas-based animations at a fixed framerate
...Unlike traditional screen recording tools, it decouples rendering speed from capture speed, allowing developers to generate smooth video outputs even when frames take longer to compute. It works by overriding time-related browser functions such as requestAnimationFrame and Date.now to simulate a stable time progression, ensuring every frame is captured accurately. This approach enables the creation of high-resolution videos, slow-motion sequences, or complex visualizations without dropped frames. The library supports multiple export formats including WebM, GIF, PNG sequences, and JPEG archives, making it flexible for different workflows. ... -
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IPS Framework
A simple Python framework for loosely-coupled multiphysics simulations
...One of the novel features of the IPS framework is its ability to support parallelism at multiple levels: components can launch individual parallel tasks, and also launch multiple tasks concurrently. The framework can execute multiple components concurrently, and even multiple simulations, all within the same pool of compute nodes. -
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BlockSparse
Efficient GPU kernels for block-sparse matrix multiplication
The blocksparse repository provides efficient GPU kernels (TensorFlow custom ops) for block-sparse matrix multiplication and convolution operations. The idea is to exploit block-level sparsity — i.e. treat matrices or weight tensors as composed of blocks, many of which may be zero or unused — to save compute and memory when sparsity patterns are structured. This is particularly useful in models like Sparse Transformers, where attention matrices or intermediate layers may adopt block-sparse patterns to scale better. The repo implements both blocksparse and blockwise convolution/transpose-convolution primitives, with support for preparing, executing, and verifying those ops on NVIDIA GPUs. ... -
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NanoSystem Class
Class collection to develop new technologies (nano-t)
NanoSystem Class is a class collection to develop new technologies (e.g. new heat exchangers). This handbook contain the method descriptions to use Knf-Model class (to compute nano uid thermal conductivity), VnfModel class (to compute nanouid viscosity) and NnfModel class (to compute nano uid Nus-selt number). NanoSystem class is free software. MD5-code: AF76BF339EDA744EA023957604E919EF -
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AmberAnalysis
Command-line tools for analyzing Amber Molecular Dynamics simulations.
A suite of command-line tools for analyzing chemically relevant features of an Amber Molecular Dynamics simulation. Can detect the position of a planar interface between two substances and plot density relative to that interface for atoms of an arbitrary type, name, charge, or residue. Orientation of three-atom residues (such as water) may be calculated and plotted. Uses parallel processing to detect hydrogen bonds, and can produce a bonding profile. Output files can be displayed as graphs... -
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A modular and extended implementation of the optimal annual routine modelling framework by Houston and McNamara (1999) to compute optimal life-history strategies of animals in cyclic environments.
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A set of Matlab functions which compute effect size statistics and (exact) confidence intervals for a wide range of data analysis situations, including two-sample-, oneway-, twoway- and contrast analyses as well as categorical data in tables.
