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OpenCV logo

OpenCV

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OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products. It has C++, Python and Java interfaces and supports Windows, Linux, Mac OS, iOS and Android. OpenCV was designed for computational efficiency and with a strong focus on real-time applications.

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SymPy

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SymPy is a Python library for symbolic mathematics. It aims to become a full-featured computer algebra system (CAS) while keeping the code as simple as possible in order to be comprehensible and easily extensible. SymPy is written entirely in Python. - Official website Documentation I Wiki I Mailing list I Gitter chat I IRC I Planet SymPy I FAQ

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7-Zip

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High compression ratio: 7-Zip can create archives with a high compression ratio, which means smaller file sizes and less disk space usage. It supports its own 7z format, as well as other common formats like ZIP and TAR. Supports multiple formats: Un/packing: 7z, XZ, BZIP2, GZIP, TAR, ZIP and WIM file formats Unpacking: AR, ARJ, CAB, CHM, CPIO, CramFS, DMG, EXT, FAT, GPT, HFS, IHEX, ISO, LZH, LZMA, MBR, MSI, NSIS, NTFS, QCOW2, RAR, RPM, SquashFS, UDF, UEFI, VDI, VHD, VMDK, WIM, XAR and Z file formats Encryption: 7-Zip can protect archives with AES-256 encryption, which is a very secure cipher.

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Chromium (Web Browser)

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Chromium is an open-source web browser project by Google that forms the basis for Google Chrome. While Chrome is based on Chromium, Google also adds a number of proprietary features to Chrome like automatic updates and support for additional video formats. The Chromium source code is also widely used by other parties to create their own browsers, in a similar manner as Google, while others simply build it as-is and release browsers with the Chromium name.

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FontForge

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FontForge is a font editor which supports many common font formats. To facilitate automated format conversion and other repetitive tasks, FontForge implements two scripting languages: its own language and Python. FontForge can run scripts from its GUI, from the command line, and also offers its features as a Python module so it can be integrated into any Python program. FontForge supports Adobe’s OpenType feature file specification (with its own extensions to the syntax).

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IPython

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IPython (Interactive Python) is a command shell for interactive computing in multiple programming languages, originally developed for the Python programming language, that offers introspection, rich media, shell syntax, tab completion, and history. IPython provides the following features: Interactive shells (terminal and Qt-based) A browser-based notebook interface with support for code, text, mathematical expressions, inline plots and other media Support for interactive data visualization and use of GUI toolkits Flexible, embeddable interpreters to load into one’s own projects Tools for parallel computing - Wikipedia News I Documentation I Mailing list I Wiki I FAQ I Stack Overflow Q&A

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NumPy

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NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays. NumPy is the fundamental package for scientific computing with Python. It contains among other things: a powerful N-dimensional array object sophisticated (broadcasting) functions tools for integrating C/C++ and Fortran code useful linear algebra, Fourier transform, and random number capabilities Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data.

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pandas

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pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. - Wikipedia Documentation I Stack Overflow Q&A I Mailing list - Developers I FAQ I IRC

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PyTorch

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PyTorch is an open-source machine learning library for Python, based on Torch, used for applications such as natural language processing. One can also reuse Python packages such as NumPy, SciPy and Cython to extend PyTorch when needed. PyTorch provides two high-level features: Tensor computation (like NumPy) with strong GPU acceleration Deep neural networks built on a tape-based autodiff system - README.md on GitHub repo Automatic differentiation is done with a tape-based system at both a functional and neural network layer level.

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scikit-learn

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scikit-learn is an open source machine learning library featuring classification, regression, clustering, dimensionality reduction, model selection and preprocessing. It has tools for data mining and data analysis, and is built on NumPy, SciPy, and matplotlib. As per official website , it features: Classification : Identifying to which category an object belongs to Regression : Predicting a continuous-valued attribute associated with an object Clustering : Automatic grouping of similar objects into sets Dimensionality reduction : Reducing the number of random variables to consider Model selection : Comparing, validating and choosing parameters and models Preprocessing : Feature extraction and normalization Documentation I Wiki I Mailing list I Stack Overflow I FAQ I IRC

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SciPy (library)

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SciPy a free and open-source Python library used for scientific computing and technical computing. The SciPy library is one of the core packages that make up the SciPy stack. It provides many user-friendly and efficient numerical routines such as routines for numerical integration and optimization. - Official website SciPy refers to several related but distinct entities: * The SciPy ecosystem, a collection of open source software for scientific computing in Python.

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Torch

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Torch is a scientific computing framework with support for machine learning algorithms. It provides N-dimensional arrays, with support for routines for indexing, slicing, transposing, etc. Torch puts GPU first. It has an interface to C via LuaJIT, linear algebra & numeric optimization routines, neural network and energy-based models. It is embeddable, with ports to iOS and Android backends. Documentation I Wiki I Mailing list I Gitter chat

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