Showing 42 open source projects for "robust"

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  • 1
    SVoice (Speech Voice Separation)

    SVoice (Speech Voice Separation)

    We provide a PyTorch implementation of the paper Voice Separation

    SVoice is a PyTorch-based implementation of Facebook Research’s study on speaker voice separation as described in the paper “Voice Separation with an Unknown Number of Multiple Speakers.” This project presents a deep learning framework capable of separating mixed audio sequences where several people speak simultaneously, without prior knowledge of how many speakers are present. The model employs gated neural networks with recurrent processing blocks that disentangle voices over multiple...
    Downloads: 1 This Week
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  • 2
    Nerfies

    Nerfies

    This is the code for Deformable Neural Radiance Fields

    Nerfies demonstrates deformation-aware neural radiance fields that reconstruct and render dynamic, real-world scenes from casual video. Instead of assuming a static world, the method learns a canonical space plus a deformation field that maps changing poses or expressions back to that space during training. This lets the system generate photorealistic novel views of nonrigid subjects—faces, bodies, cloth—while preserving fine detail and consistent lighting. The training pipeline handles...
    Downloads: 0 This Week
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  • 3
    MLBox

    MLBox

    MLBox is a powerful Automated Machine Learning python library

    MLBox is a powerful Automated Machine Learning python library. Fast reading and distributed data preprocessing/cleaning/formatting. Highly robust feature selection and leak detection. Accurate hyper-parameter optimization in high-dimensional space. State-of-the-art predictive models for classification and regression (Deep Learning, Stacking, LightGBM,...) Prediction with model interpretation. MLBox has been developed and used by many active community members. Your help is very valuable to make it better for everyone.
    Downloads: 0 This Week
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  • 4
    Mixup-CIFAR10

    Mixup-CIFAR10

    mixup: Beyond Empirical Risk Minimization

    ...The core idea of mixup is to generate synthetic training examples by taking convex combinations of pairs of input samples and their labels. By interpolating both data and labels, the model learns smoother decision boundaries and becomes more robust to noise and adversarial examples. This repository implements mixup for the CIFAR-10 dataset, showcasing its effectiveness in improving generalization, stability, and calibration of neural networks. The approach acts as a regularizer, encouraging linear behavior in the feature space between samples, which helps reduce overfitting and enhance performance on unseen data.
    Downloads: 0 This Week
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    Leverage AI to Automate Medical Coding

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  • 5
    cookiecutter-django-rest

    cookiecutter-django-rest

    Build best practiced apis fast with Python3

    ...Auto deployment to Heroku included. Also since we’re using containers we can easily deploy anywhere. Always current dependencies and security updates enforced by pyup.io. A slim but robust foundation – just enough to maximize your productivity, nothing more. A factory for building bleeding edge, best practiced, scalable, rest APIs.
    Downloads: 0 This Week
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  • 6
    aeneas

    aeneas

    Automagically synchronize audio and text (aka forced alignment)

    aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment). aeneas automatically generates a synchronization map between a list of text fragments and an audio file containing the narration of the text. In computer science this task is known as (automatically computing a) forced alignment.
    Downloads: 2 This Week
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  • 7
    RPy (R from Python)
    RPy is a very simple, yet robust, Python interface to the R Programming Language. It can manage all kinds of R objects and can execute arbitrary R functions (including the graphic functions).
    Downloads: 7 This Week
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  • 8
    Robo-Interface

    Robo-Interface

    Robo-Interface is a GUI for Robocopy (Robust File Copy).

    Robo-Interface is a GUI or user interface for Robocopy the command line tool from Microsoft and includes all the switches except /UNICODE :: output status as UNICODE. It will build the command string that you can copy and paste on the CMD (Command Prompt), or you can also run it from the application by clicking on the button "Run CMD" or copy the command string to the clipboard by clicking on the button "Copy". You can save job files, and they will display on the jobs table where you can...
    Downloads: 31 This Week
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  • 9
    PyLibrary

    PyLibrary

    Libraries for Python developers.

    ...Just import and start using them.. In comes PyLibrary.. PyLibrary is a collection of infrastructure libraries that aid faster development in Python. These libraries are well documented, provide robust error handling and are frequently updated/tested for improvements. Chetan Giridhar
    Downloads: 0 This Week
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  • 10
    PBP is a web browser made for testing web applications. Its user interface is a command interpreter with a simple, focused shell-like language which helps both developers and non-developers create robust functional tests with little effort.
    Downloads: 0 This Week
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  • 11
    pyastrolib is a python library providing professional astronomers a robust set of tools for astronomical data analysis. This project will provide all the functionality as NASA's IDL Astronomy User's Library in addition to other planned features.
    Downloads: 0 This Week
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  • 12
    A modern secure, robust, multithreaded, exception aware, internationalisable, portable GUI toolkit library designed for mission-critical work in C++ and Python forked from the FOX library. Replicates the Qt API in many places.
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    Downloads: 0 This Week
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  • 13
    Atma Web Framework is based on TwistedMatrix Network Framework and provides a high-quality environment for the development of rich and robust web applications.
    Downloads: 0 This Week
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  • 14
    Python MyCMS is an application development platform built with robust MySQL integration allowing for easy creation of state and event driven web-based interfaces. Now also featuring a phpMyAdmin-style web interface to MySQL for administration.
    Downloads: 0 This Week
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  • 15
    FGL is a tightly-integrated self-contained development & execution environment utilizing best-of-breed programming tools and methodologies, optimized web/application server, highly-scalable relational/object database, and robust extension interface.
    Downloads: 0 This Week
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  • 16
    The CCC Language is yet another programming language. It is platform-independent, compact, and robust. Supports many SQL engines, has own ISAM DB engine, has terminal mode and more UI-s, is object-oriented, but it is compiled and not interpreted.
    Downloads: 0 This Week
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  • 17
    Galileo is a library for developing custom distributed genetic algorithms developed in Python. It provides a robust set of objects that can be used directly or as the basis of derived objects. Its modularity makes it easy to extend the functionality. The
    Downloads: 0 This Week
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