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2. Comparison of deep learning software - Wikipedia

   en.wikipedia.org/wiki/Comparison_of_deep...

   Linux, macOS, Windows: Python: Python: Only on Linux No Yes No Yes Yes Keras: François Chollet 2015 MIT license: Yes Linux, macOS, Windows: Python: Python, R: Only if using Theano as backend Can use Theano, Tensorflow or PlaidML as backends Yes No Yes Yes [20] Yes Yes No [21] Yes [22] Yes MATLAB + Deep Learning Toolbox (formally Neural Network ...

3. PyTorch - Wikipedia

   en.wikipedia.org/wiki/PyTorch

   In September 2022, Meta announced that PyTorch would be governed by the independent PyTorch Foundation, a newly created subsidiary of the Linux Foundation. [ 24 ] PyTorch 2.0 was released on 15 March 2023, introducing TorchDynamo , a Python-level compiler that makes code run up to 2x faster, along with significant improvements in training and ...

4. Torch (machine learning) - Wikipedia

   en.wikipedia.org/wiki/Torch_(machine_learning)

   The torch package also simplifies object-oriented programming and serialization by providing various convenience functions which are used throughout its packages. The torch.class(classname, parentclass) function can be used to create object factories ().

5. TensorFlow - Wikipedia

   en.wikipedia.org/wiki/TensorFlow

   TensorFlow 2.0 introduced many changes, the most significant being TensorFlow eager, which changed the automatic differentiation scheme from the static computational graph to the "Define-by-Run" scheme originally made popular by Chainer and later PyTorch. [32]

6. List of manual image annotation tools - Wikipedia

   en.wikipedia.org/wiki/List_of_manual_image...

   Online annotation tool to build image databases for computer vision research. Perl, JavaScript, HTML, CSS [4] MIT License: TagLab: Desktop open source interactive software system for facilitating the precise annotation of benthic species in orthophoto of the bottom of the sea. Python [5] GPL [6] [7] VoTT (Visual Object Tagging Tool)

7. Tensor Processing Unit - Wikipedia

   en.wikipedia.org/wiki/Tensor_Processing_Unit

   Tensor Processing Unit (TPU) is an AI accelerator application-specific integrated circuit (ASIC) developed by Google for neural network machine learning, using Google's own TensorFlow software. [2]

8. Graph neural network - Wikipedia

   en.wikipedia.org/wiki/Graph_neural_network

   Countermeasures such as skip connections [10] [38] (as in residual neural networks), gated update rules [39] and jumping knowledge [40] can mitigate oversmoothing. Modifying the final layer to be a fully-adjacent layer, i.e., by considering the graph as a complete graph , can mitigate oversquashing in problems where long-range dependencies are ...

9. Maxim DL - Wikipedia

   en.wikipedia.org/wiki/Maxim_DL

   MaxIm DL is a software package developed by Cyanogen Imaging for acquisition, processing, and analysis of astronomical imaging. It contains tools to process and analyze data from imaging array detectors such as CCDs. It is available for Windows 7 and later. Installation on alternative operating systems is possible but not officially supported ...