Deep Learning / popular

Hint: Click ↑ Pushed to see the most recently updated apps and libraries or click Growing to repos being actively starred .
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It's a list with popular deep learning models related to classification and segmentation problems

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Keras code and weights files for popular deep learning models.

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deep_bait 🌿
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Running the most popular deep learning frameworks on Azure Batch AI

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Hands-On Deep Learning Algorithms with Python, By Packt

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Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning algorithms in regression and classification with practical business-centric use-cases implemented in Keras. The overall book comprises three sections with two chapters in each section. The first section prepares you with all the necessary basics to get started in deep learning. Chapter 1 introduces you to the world of deep learning and its difference from machine learning, the choices of frameworks for deep learning, and the Keras ecosystem. You will cover a real-life business problem that can be solved by supervised learning algorithms with deep neural networks. You’ll tackle one use case for regression and another for classification leveraging popular Kaggle datasets. Later, you will see an interesting and challenging part of deep learning: hyperparameter tuning; helping you further improve your models when building robust deep learning applications. Finally, you’ll further hone your skills in deep learning and cover areas of active development and research in deep learning. At the end of Learn Keras for Deep Neural Networks, you will have a thorough understanding of deep learning principles and have practical hands-on experience in developing enterprise-grade deep learning solutions in Keras.

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Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

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"Deep Learning with TensorFlow" LiveLessons

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Top Deep Learning Projects based on their Stars!

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Top 200 deep learning Github repositories sorted by the number of stars.

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deepo 🌿
5397 (+2) ⭐

Set up deep learning environment in a single command line.

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