Showing 70 open source projects for "matrix"

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  • 1
    MLPACK is a C++ machine learning library with emphasis on scalability, speed, and ease-of-use. Its aim is to make machine learning possible for novice users by means of a simple, consistent API, while simultaneously exploiting C++ language features to provide maximum performance and flexibility for expert users. * More info + downloads: https://mlpack.org * Git repo: https://github.com/mlpack/mlpack
    Downloads: 0 This Week
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  • 2
    missingno

    missingno

    Missing data visualization module for Python

    ...missingno provides a small toolset of flexible and easy-to-use missing data visualizations and utilities that allows you to get a quick visual summary of the completeness (or lack thereof) of your dataset. Just pip install missingno to get started. This quickstart uses a sample of the NYPD Motor Vehicle Collisions Dataset dataset. The msno.matrix nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion. At a glance, date, time, the distribution of injuries, and the contribution factor of the first vehicle appear to be completely populated, while geographic information seems mostly complete, but spottier. The sparkline at right summarizes the general shape of the data completeness and points out the rows with the maximum and minimum nullity in the dataset. ...
    Downloads: 4 This Week
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  • 3
    AlphaTensor

    AlphaTensor

    AI discovers faster, efficient algorithms for matrix multiplication

    AlphaTensor, developed by Google DeepMind, is the research codebase accompanying the 2022 Nature publication “Discovering faster matrix multiplication algorithms with reinforcement learning.” The project demonstrates how reinforcement learning can be used to automatically discover efficient algorithms for matrix multiplication — a fundamental operation in computer science and numerical computation. The repository is organized into four main components: algorithms, benchmarking, nonequivalence, and recombination. ...
    Downloads: 0 This Week
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  • 4

    mgnsVideoTranscoder

    mgnsVideoTranscoder is a tool that allows to transcode video file

    Full documentation is provided in docs\index.html inside archive file.
    Downloads: 0 This Week
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  • 5
    Truss-101

    Truss-101

    A desktop application written in Python to solve 2D truss structures.

    A desktop application to solve statically determinate and indeterminate 2D truss structures using Matrix Displacement Method (aka Finite Element Method).
    Downloads: 42 This Week
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  • 6
    Pysces

    Pysces

    PySCeS is the Python Simulator of Cellular Systems

    PySCeS is the Python Simulator of Cellular Systems. For a network of coupled reactions it does a stoichiometric matrix analysis, calculates the time course and steady state, and does a complete control analysis.
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    Downloads: 2 This Week
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  • 7
    Awesome Community Detection Research

    Awesome Community Detection Research

    A curated list of community detection research papers

    A collection of community detection papers. A curated list of community detection research papers with implementations. Similar collections about graph classification, classification/regression tree, fraud detection, and gradient boosting papers with implementations.
    Downloads: 0 This Week
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  • 8
    3d Linear Transformation Visualization

    3d Linear Transformation Visualization

    Visualize 3d linear transformations.

    ...For visualizing this we can transform a vector, but it has an obvious problem, because the linear transformation transform the whole space, not just the vector, in other words it transforms the basis vectors thus every vector in the space gets transformed too. That's why i created this app so everyone can see how a transformation matrix change the whole space.
    Downloads: 0 This Week
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  • 9
    Albedo

    Albedo

    A recommender system for discovering GitHub repos

    Albedo is an open-source recommender system aimed at helping developers discover GitHub repositories by learning from activity signals. It treats repositories and developers as a graph of interactions and applies large-scale matrix factorization to model affinities, with Apache Spark providing the distributed data processing. The project focuses on implicit feedback—stars, watches, and other engagement metrics—so it can build useful recommendations without explicit ratings. A reproducible setup and Makefile-driven workflow streamline tasks like spinning up services, loading datasets, training models, and generating candidate lists. ...
    Downloads: 0 This Week
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  • 10
    CasADi
    A symbolic framework for C++, Python and Octave implementing automatic differentiation by source code transformation in forward and reverse modes on sparse matrix-valued computational graphs.
    Downloads: 21 This Week
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  • 11

    ParamIT

    a Toolset for Molecular Mechanical Force Field Parameterization

    ...The developed tools include: 1) generator of molecule-water complexes with graphical user interface (GUI), 2) semi-automatic frequency analysis using symbolic potential energy distribution matrix and comparison of optimized internal coordinates, 3) GUI for charge fitting with three modes: manual, Monte-Carlo sampling or brute force, and 4) GUI for dihedral terms fitting. The usage of these tools decreases the labor effort, lowers manual input errors and reduces the time needed for accurate MM parameterization efforts.
    Downloads: 0 This Week
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  • 12
    Scikit-plot

    Scikit-plot

    An intuitive library to add plotting functionality to scikit-learn

    ...Scikit-plot is the result of an unartistic data scientist's dreadful realization that visualization is one of the most crucial components in the data science process, not just a mere afterthought. Gaining insights is simply a lot easier when you're looking at a colored heatmap of a confusion matrix complete with class labels rather than a single-line dump of numbers enclosed in brackets. Besides, if you ever need to present your results to someone (virtually any time anybody hires you to do data science), you show them visualizations, not a bunch of numbers in Excel. That said, there are a number of visualizations that frequently pop up in machine learning. ...
    Downloads: 0 This Week
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  • 13
    Qutranpy

    Qutranpy

    Interactive electronic quantum transport

    Interactive program to perform quantum transport calculations by means of the Landauer and scattering matrix formalism, in a two terminal geometry. The Hamiltonians of leads and scattering region can be modified, adding exchange fields, mass, spin-orbit coupling or superconductivity.
    Downloads: 0 This Week
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  • 14
    BlockSparse

    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. ...
    Downloads: 0 This Week
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  • 15

    mds-utils

    General purpose utilities for C++ and Python developers

    ...At present it contains: 1. a tool for detecting machine endianity. 2. utilities for the Boost uBLAS library. Amongst them, some type traits for detecting different uBLAS matrix types. 3. some useful classes that allow to treat the old C FILE pointer as a C++ stream. 4. C++ wrappers of the main Python objects, independent of those in Boost Python. Wrappers are provided also for NumPy arrays. 5. C++ classes that help on treating Python file objects as C++ streams. 6. a review and refactor of the indexing support in Python extensions. ...
    Downloads: 0 This Week
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  • 16
    ArmaNpy is a set of SWIG interface files which allows for generating Python bindings to C++ code which uses the Armadillo matrix library.
    Downloads: 0 This Week
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  • 17
    SciEnPlot

    SciEnPlot

    Data Plotting and Analysis for Science and Engineering

    - Save and open a Work/Project (spf) file - Single fitting/ Batch fitting (user defined custom func) - Matrix to XYZ in Tool menu - Symbol plot: makers, curve, landscape, bar, etc. - Implemented a 3d surface plot (GLSurface) based on OpenGL (ScienPlot v1.3.2 and above) - ColorMap surface, trisurface, Pie, Polar plots, and 3D height field, 3dBar, scatter plots (under developing), and more - Column by column plotting/calculation - LaTex commands enclosed by $ symbols can be used for the labels in Graph - Accept txt(Text) and csv(Comma separated values) formatted data - Save, copy, print Graph - Use spread sheets to display data - Textboard to organize the results - Graphs in a publishable quality - Source codes based on: Python Numpy Scipy Matplotlib WxPython Visvis etc...
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    Downloads: 2 This Week
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  • 18
    superboucle

    superboucle

    Loop based software with jack transport, record and midi controllable

    SuperBoucle is a loop based software fully controllable with any midi device. SuperBoucle is also synced with jack transport. You can use it on live performance or for composition. SuperBoucle is composed of a matrix of sample controllable with external midi device like pad. SuperBoucle will send back information to midi device (light up led). Sample will always start and stop on a beat or group of beats. You can adjust duration of sample (loop period) in beat and offset in beat. But you can also adjust sample offset in raw frame count negative or positive. ...
    Downloads: 0 This Week
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  • 19
    pure python polyfit

    pure python polyfit

    python2/3: compute polyfit (1D, 2D, N-D) without thirdparty libraries

    python2/3: compute polyfit (1D, 2D, N-D) without any thirdparty library like numpy, scipy etc. also can be used for least squares solution computation and for A=QR matrix decomposition. Tested with python 2.7 and 3.4 Consider donating to this project: https://sourceforge.net/p/purepythonpolyfit/donation For a Sample use, refer to the WIKI
    Downloads: 0 This Week
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  • 20

    CSV Mesh Importer for Blender

    This is a Python script to import a CSV file to meshes in Blender.

    This is a Python script for Blender 2.5x and it imports a CSV file into Blender and creates meshes, such as vertices, edges and faces. This project has just started, please wait for a while. Please go to the page given below for the information of how to start to use this and its details.
    Downloads: 1 This Week
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  • 21

    Fluid2D

    Fluid2D is the Swiss army knife of 2D CFD

    ...Its numerics has been chosen to yield to as small dissipation as possible allowing to simulate easily high Reynolds flows, much higher than any of its concurrents. High performances are achieved by writting most of the operations as matrix-vector multiplications, handled by numpy that itself relies on the highly optimized BLAS.
    Downloads: 0 This Week
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  • 22
    Python language bindings for the GtkExtra widget set. GtkExtra is a useful set of widgets for the GIMP Toolkit, aka GTK+. It provides a spreadsheet-like matrix widget and widgets for 2-D and 3-D graphing.
    Downloads: 0 This Week
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  • 23

    TroopMaster Automated Reports

    TMAR is a scripted solution to create TroopMaster reports

    Based on python and an older pywinauto library, this library of scripts makes it possible to automate TroopMaster reports that you would like to run frequently. When tied together with solutions like Dropbox and linked to your website it is possible to quickly provide updated reports for your Troop's leaders, boys, and parents. The library will briefly take control of your computer to start TroopMaster DotNet, create a predefined set of PDF reports (common reports that our large Troop...
    Downloads: 0 This Week
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  • 24

    math toolkit

    A C++ and Python library for finance, statistics and linear algebra.

    ...Statistics features include mean, median, variance, standard deviation, covariance, correlation, linear regression, probabilities and random variates of various distributions ... Linear algebra features include matrix arithmetic, inverse, determinant, rank, linear system solution, lu/qr decomposition, svd, eigen values/vectors ... And some auxiliary features like random number generators, equation solution, numerical integration, permutation/combination and gcd/lcm etc. It is aimed to be a convenient and handy toolkit to check out your ideas.
    Downloads: 0 This Week
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  • 25

    RAWR - Rapid Assessment of Web Resources

    A web interface enumeration tool for simplifying red team reporting.

    Introducing RAWR (Rapid Assessment of Web Resources). There's a lot packed in this tool that will help you get a better grasp of the threat landscape that is your client's web resources. It has been tested from extremely large network environments, down to 5 node networks. It has been fine-tuned to promote fast, accurate, and applicable results in usable formats. RAWR will make the mapping phase of your next web assessment efficient and get you producing positive results faster!
    Downloads: 0 This Week
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