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In-layer normalization techniques for training very deep neural networks

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Introduction to 3D medical imaging for machine learning: preprocessing and augmentations

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How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch
In-layer normalization techniques for training very deep neural networks

In-layer normalization techniques for training very deep neural networks

How can we efficiently train very deep neural network architectures? What are the best in-layer normalization options? We gathered all you need about normalization in transformers, recurrent neural nets, convolutional neural networks.

on Oct 15, 2020

Understanding the receptive field of deep convolutional networks

Understanding the receptive field of deep convolutional networks
Deep learning in medical imaging - 3D medical image segmentation with PyTorch

Deep learning in medical imaging - 3D medical image segmentation with PyTorch
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How to learn Deep Learning in 2020

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Are you looking for a place to learn Deep Learning? In this collection of resources , you will find the most popular Deep Learning architectures and models used in Computer Vision, NLP and Reinforcement Learning

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Deep Learning Algorithms - The Complete Guide
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Articles topics
GANs in computer vision - Introduction to generative learning
Generative Learning

GANs in computer vision - Introduction to generative learning

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Deep Learning Algorithms - The Complete Guide
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Deep Learning Algorithms - The Complete Guide

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Trust Region and Proximal policy optimization (TRPO and PPO)
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Trust Region and Proximal policy optimization (TRPO and PPO)

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Latest Articles
In-layer normalization techniques for training very deep neural networks

In-layer normalization techniques for training very deep neural networks

How can we efficiently train very deep neural network architectures? What are the best in-layer normalization options? We gathered all you need about normalization in transformers, recurrent neural nets, convolutional neural networks.
Oct 15, 2020 CNN FNN
How to train a deep learning model in the cloud

How to train a deep learning model in the cloud

How to create a VM instance in Google cloud, transfer a deep learning model and run a training job using external data from cloud storage
Oct 08, 2020 Software
Introduction to 3D medical imaging for machine learning: preprocessing and augmentations

Introduction to 3D medical imaging for machine learning: preprocessing and augmentations

Learn how to apply 3D transformations for medical image preprocessing and augmentation, to setup your awesome deep learning pipeline
Oct 01, 2020 Computer Vision Medical
How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch

How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch

Building a custom training loop in Tensorflow and Python with checkpoints and Tensorboards visualizations
Sep 24, 2020 Software
Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM? What are the equations of GRU really mean? How to build a GRU cell in Pytorch?
Sep 17, 2020 RNN
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