Chainer is a Python-based deep learning framework aiming at flexibility.
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Tag: deep learning
Theano – numerical computation library for Python
Theano is a numerical Python library that allows you to define, optimize, and evaluate mathematical expressions.
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MXNet – scalable deep learning framework
Apache MXNet is a modern deep learning framework used to train, and deploy deep neural networks.
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Caffe – deep learning framework by BAIR
Caffe (Convolutional Architecture for Fast Feature Embedding) is a deep learning framework, originally developed at UC Berkeley.
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Keras – high-level neural networks API, written in Python
Keras has stronger adoption in both the industry and the research community than any other deep learning framework except TensorFlow.
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PyTorch – deep learning framework for fast, flexible experimentation
PyTorch provides libraries for basic tensor manipulation on CPUs or GPUs, a built-in neural network library, model training utilities, and more.
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TensorFlow – open source machine learning framework
TensorFlow is by far the most popular machine learning library. It’s used by Google, OpenAI, NVIDIA, Intel, SAP, eBay, Airbus, Uber, Airbnb, Snap, Dropbox and startups alike.
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17 Top Free and Open Source Python Natural Language Processing Tools
Natural language processing (NLP) is an exciting field of computer science, artificial intelligence, and computational linguistics.
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Machine Learning in Linux: LibreTranslate is Self-hosted Machine Translation
LibreTranslate is a machine translation API which is entirely self-hosted. This software lets you use open source machine translation in your projects.
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Machine Learning in Linux: Argos Translate is an Offline Translation Library
Argos Translate is state of the art neural machine translation software. It’s written in Python and published under an open source license.
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Machine Learning in Linux: Audiocraft – audio processing and generation with deep learning
Audiocraft is Python-based software which provides the code and models for MusicGen, a simple and controllable model for music generation.
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Machine Learning in Linux: Spleeter – source separation library
Spleeter is a source separation library with pre-trained models written in Python. It’s free and open source software.
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Machine Learning in Linux: CodeFormer – face restoration
CodeFormer is software which offers blind face restoration. This is freeware.
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Machine Learning in Linux: FBCNN – JPEG artifacts removal
FBCNN (flexible blind convolutional neural network) is software which seeks to remove artifacts from JPEGs while preserving the integrity of the images
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Machine Learning in Linux: Easy Diffusion – a Stable Diffusion UI
Easy Diffusion offers a web user interface for Stable Diffusion. This is cross-platform open source software running on Linux, macOS, and Windows.
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