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--- hardware [2025/04/07 22:31] – nshegunov
+++ hardware [2025/04/07 22:34] (current) – nshegunov
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 ====== Popular Libraries for Scientific Computing, Machine Learning, and Data Science ======
-This document provides an overview of widely used libraries across various domains such as scientific computing, machine learning, data science, and high-performance computing.
+This document provides an overview of widely used libraries across various domains such as scientific computing, machine learning, data science, and high-performance computing, available on the unite cluster.
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     - Domain: Linear Algebra
     - Description: OpenBLAS is an optimized BLAS (Basic Linear Algebra Subprograms) library that provides highly optimized matrix operations and is used for high-performance numerical computing.
-===== Image Processing =====
-  * **[[https://libjpeg-turbo.org | libjpeg-turbo]]**
-    - Domain: Image Processing
-    - Description: libjpeg-turbo is a high-speed JPEG image compression library that provides faster encoding and decoding of JPEG images compared to other implementations.
-  * **[[http://www.libpng.org | libpng]]**
-    - Domain: Image Processing
-    - Description: libpng is a reference library for the PNG (Portable Network Graphics) image format. It’s used extensively for handling PNG images in web development, image processing, and graphics applications.
 ===== High-Performance Computing (HPC) =====
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     - Domain: Programming Language
     - Description: Python is a versatile, high-level programming language that is widely used in web development, data science, automation, machine learning, and more.
-  * **[[https://setuptools.pypa.io | Setuptools]]**
-    - Domain: Python Package Management
-    - Description: Setuptools is a package development and distribution library for Python. It simplifies packaging Python projects and managing their dependencies.
-===== Data Compression =====
-  * **[[https://lz4.github.io/lz4 | LZ4]]**
-    - Domain: Data Compression
-    - Description: LZ4 is a fast compression algorithm and library that allows extremely high compression and decompression speeds. It is used in high-performance data storage and transmission applications.
-  * **[[https://zlib.net | Zlib]]**
-    - Domain: Data Compression
-    - Description: Zlib is a software library used for data compression. It is used in many applications for compressing data to reduce storage or transmission size.
-===== Additional Libraries =====
-  * **[[https://gcc.gnu.org | GCC (GNU Compiler Collection)]]**
-    - Domain: Compiler
-    - Description: GCC is a collection of compilers for various programming languages, including C, C++, and Fortran. It's essential for compiling code in high-performance computing and software development.
-  * **[[https://www.java.com | Java]]**
-    - Domain: Programming Language
-    - Description: Java is a widely used programming language that is object-oriented and designed to have as few implementation dependencies as possible. It is used across various industries, including enterprise applications and big data.
-  * **[[https://julialang.org | Julia]]**
-    - Domain: High-Performance Computing & Data Science
-    - Description: Julia is a high-performance programming language for technical computing. It’s used for scientific computing, data science, and machine learning, thanks to its speed and ease of use.
-  * **[[https://llvm.org | LLVM]]**
-    - Domain: Compiler Infrastructure
-    - Description: LLVM is a collection of modular and reusable compiler and toolchain technologies. It’s used for developing compilers, optimizers, and other code analysis tools.
-  * **[[https://www.tensorflow.org | TensorFlow]]**
-    - Domain: Machine Learning
-    - Description: TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and community resources to facilitate the development of ML models.
-  * **[[https://www.hdfgroup.org/solutions/hdf5 | HDF5]]**
-    - Domain: Data Storage
-    - Description: HDF5 is a file format and set of tools for storing and managing large amounts of data. It's commonly used in scientific computing for high-volume data storage.