Most popular Deep Learning applications and libraries

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keras 🌿
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Deep Learning for humans

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caffe 🌿
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Caffe: a fast open framework for deep learning.

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27855 (+10)

Deep Learning Book Chinese Translation

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Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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20622 (+6)

The most cited deep learning papers

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A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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fastai 🌿
17147 (+13)

The fastai deep learning library, plus lessons and tutorials

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CNTK 🌿
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Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Fastest growing

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kaolin 🌿
654 (+310)

PyTorch library aimed at accelerating 3D deep learning research

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trax 🌿
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Trax — your path to advanced deep learning

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1569 (+61)

Lab Materials for MIT 6.S191: Introduction to Deep Learning

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2219 (+61)

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

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Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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12474 (+51)

DeepFaceLab is the leading software for creating deepfakes.

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Tutorials, assignments, and competitions for MIT Deep Learning related courses.

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DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

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TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

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