Collection of machine learning related notebooks to share.

Related tags

Deep Learning python machine-learning deep-learning tensorflow distributed-computing generative-adversarial-network gpu-acceleration colab-notebook tpu-acceleration
Overview

ML_Notebooks

Collection of machine learning related notebooks to share.

Notebooks

GAN_distributed_training.ipynb

In this Notebook, TensorFlow's tutorial on the DCGAN is adapted to be able to train the model on TPU. Check this guide for details on distributed training on TPU.

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Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
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docTR by Mindee (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
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Ready-to-use code and tutorial notebooks to boost your way into few-shot image classification.

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Comments
  • Better results when I having reimplement the

    Better results when I having reimplement the "2D_FFTs" convolution with PyTorch

    Hi, Sascha, Appreciate very much your great work on the blog of "Fourier Convolutions with Kernel Sizes of 1024x1024 and Larger"! I have got better results after reimplementing the "2D_FFTs" convolution with PyTorch, as,

    Mean Absolute Error: 6.840202217972546e-07
Standard deviation: 6.106938030825404e-07

    Thank you again for a lot of knowledge learned from your blog!

    opened by songyuc 1
Owner
Sascha Kirch
:technologist: PhD student in machine learning :zap: IEEE Eta Kappa Nu - Nu Alpha :man_student: Master in electrical engineering
Sascha Kirch
GitHub
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning

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