Fast Matrix for Java download

Fast Matrix for Java (fm4j) is a general-purpose matrix utility library for computing with dense matrices.

fm4j encapsulated different underlying implementations and select the optimal one in run-time depending on the size of the input matrix. Moreover, fm4j employs Java (Tm) Concurrency to take advantage of the computation power of multi-cor processors.

Features

Basic operations: Addition, Subtraction, Multiplication, Scalar Multiplication
Matrix Properties: Trace, Determinant, Transpose, Inverse, Eigenvalues, Singular values, Mean and Variance, Covariance
System of Linear Equations: Solve Full-Ranked system, Linear Regression
Decompositions: Cholesky Decomposition, LU Decomposition, QR Decomposition, Hessenberg Decomposition, Schur Decomposition, SVD
Signal Analysis: (Inverse) Discrete Fourier Transform, (Inverse) Discrete Fourier Transform in 2-D, (Inverse) Discrete Fourier Transform in Hyper-dimension, (Inverse) Discrete Haar Wavelet Transform
Clustering: K-Mean, Gaussian Mixture Model, DBSCAN
Spatial Functions: Implicit kd-tree, k-Nearest-Neighbor search, Query Window search
Classification: Logistic Regression, Feed-Forward Back-Propagate Neural Network
Special Matrix Construction: Null matrix, Identity matrix, Vandermonde matrix, Givens rotational matrix, Hilbert matrix, Augmented matrix, Kernel Trick
Import and Export: Serialization to text format, Serialization to code format, Read a matrix from a stream of number, Read a matrix from code format

Project Activity

See All Activity >

License

GNU General Public License version 3.0 (GPLv3)

Follow Fast Matrix for Java

Fast Matrix for Java Web Site

Other Useful Business Software

Iris Powered By Generali - Iris puts your customer in control of their identity.

Increase customer and employee retention by offering Onwatch identity protection today.

Iris Identity Protection API sends identity monitoring and alerts data into your existing digital environment – an ideal solution for businesses that are looking to offer their customers identity protection services without having to build a new product or app from scratch.

Learn More

Rate This Project

User Reviews

Be the first to post a review of Fast Matrix for Java!

Additional Project Details

Intended Audience

Developers, Engineering, Information Technology, Science/Research

Programming Language

Java

Related Categories

Java Neural Network Libraries

Registered

2013-07-31

Similar Business Software

Neuton AutoML

Neuton, a no-code AutoML solution, makes Machine Learning available to everyone. Explore data insights and make predictions leveraging Automated Artificial Intelligence. • NO coding • NO need for technical skills • NO need for data science knowledge Neuton provides comprehensive...

See Software
DataMelt

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...

See Software
GPT-3

Our GPT-3 models can understand and generate natural language. We offer four main models with different levels of power suitable for different tasks. Davinci is the most capable model, and Ada is the fastest. The main GPT-3 models are meant to be used with the text completion endpoint. We also...

See Software
GPT-3.5

GPT-3.5 is the next evolution of GPT 3 large language model from OpenAI. GPT-3.5 models can understand and generate natural language. We offer four main models with different levels of power suitable for different tasks. The main GPT-3.5 models are meant to be used with the text completion...

See Software
NeuroIntelligence

NeuroIntelligence is a neural networks software application designed to assist neural network, data mining, pattern recognition, and predictive modeling experts in solving real-world problems. NeuroIntelligence features only proven neural network modeling algorithms and neural net techniques;...

See Software
Neural Designer

Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and...

See Software