TensorFlow
161 items from jtoy/awesome-tensorflow ★17,534
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Sarus TF2 Models github.com
A long list of recent generative models implemented in clean, easy to reuse, Tensorflow 2 code (Plain Autoencoder, VAE, VQ-VAE, PixelCNN, Gated PixelCNN, PixelCNN++, PixelSNAIL, Conditional Neural Processes).
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Spatial Transformer Networks github.com
Learn the Transformation Function
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VGAN Tensorflow github.com
Tensorflow implementation for MIT "Generating Videos with Scene Dynamics" by Vondrick et al.
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Dynamic Capacity Networks github.com
Implementation of "Dynamic Capacity Networks"
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@TensorFlow on Twitter twitter.com
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Model Maker tensorflow.org
A transfer learning library that simplifies the process of training, evaluation and deployment for TensorFlow Lite models (support: Image Classification, Object Detection, Text Classification, BERT Question Answer, Audio Classification, Recommendation etc.; API reference).
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SyntaxNet - Google's syntactic parser - A TensorFlow dependency library github.com
A TensorFlow implementation of the models described in Globally Normalized Transition-Based Neural Networks, Andor et al. (2016)
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Stanford Tensorflow for Deep Learning Research Course web.stanford.edu
Stanford Course about Tensorflow from 2017 - Syllabus - Unofficial Videos
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Android TensorFlow Machine Learning Example blog.mindorks.com
Android TensorFlow Machine Learning Example.
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guild.ai guild.ai
Task runner and package manager for TensorFlow
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Speedster github.com
Automatically apply SOTA optimization techniques to achieve the maximum inference speed-up on your hardware.
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NNFlow github.com
Simple framework allowing to read-in ROOT NTuples by converting them to a Numpy array and then use them in Google Tensorflow.
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Single Image Random Dot Stereograms github.com
SIRDS is a means to present 3D data in a 2D image. It allows for scientific data display of a waterfall type plot with no hidden lines due to perspective.
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create-tf-app github.com
Project builder command line tool for Tensorflow covering environment management, linting, and logging.
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DeepBay github.com
High-Level Keras Complement for implement common architectures stacks, served as easy to use plug-n-play modules
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tf-encrypted github.com
Layer on top of TensorFlow for doing machine learning on encrypted data
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TF-Unet github.com
General purpose U-Network implemented in Keras for image segmentation
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Tensorflow and deep learning - without at PhD youtube.com
by Martin Görner
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Tensorflow and deep learning - without at PhD, Part 2 (Google Cloud Next '17) youtube.com
by Martin Görner
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Large Scale Deep Learning with TensorFlow youtube.com
Spark Summit 2016 Keynote by Jeff Dean
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TensorFlow Udacity Deep Learning youtube.com
Basic steps to install TensorFlow for free on the Cloud 9 online service with 1Gb of data
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Image recognition in Go using TensorFlow youtube.com
by Alex Pliutau
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Stanford CS224d Lecture 7 - Introduction to TensorFlow, 19th Apr 2016 youtube.com
CS224d Deep Learning for Natural Language Processing by Richard Socher
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Diving into Machine Learning through TensorFlow youtube.com
Pycon 2016 Portland Oregon, Slide & Code by Julia Ferraioli, Amy Unruh, Eli Bixby
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RNNs In TensorFlow, A Practical Guide And Undocumented Features wildml.com
Step-by-step guide with full code examples on GitHub.
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TFRecords Guide warmspringwinds.github.io
semantic segmentation and handling the TFRecord file format.
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Why Google wants everyone to have access to TensorFlow video.foxnews.com
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TensorFlow - Not Just For Deep Learning terrytangyuan.github.io
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Building Machine Learning Estimator in TensorFlow terrytangyuan.github.io
Understanding the Internals of TensorFlow Learn Estimators
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Introduction to Scikit Flow - Simplified Interface to TensorFlow terrytangyuan.github.io
Key Features Illustrated
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TensorLayerX tensorlayerx.readthedocs.io
Using TensorFlow like PyTorch. (Api docs)
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TensorLayer tensorlayer.readthedocs.io
Modular implementation for TensorFlow's official tutorials. (CN).
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R Interface to TensorFlow tensorflow.rstudio.com
R interface to TensorFlow APIs, including Estimators, Keras, Datasets, etc.
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Tensorflow-Probability tensorflow.org
Probabilistic programming built on TensorFlow that makes it easy to combine probabilistic models and deep learning on modern hardware.
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TensorFlow Estimators tensorflow.org
high-level TensorFlow API that greatly simplifies machine learning programming (originally tensorflow/skflow)
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Stack Overflow stackoverflow.com
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TensorFlow Optimizations on Modern Intel® Architecture software.intel.com
Introduces TensorFlow optimizations on Intel® Xeon® and Intel® Xeon Phi™ processor-based platforms based on an Intel/Google collaboration.
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Hands-On Machine Learning with Scikit-Learn and TensorFlow shop.oreilly.com
by Aurélien Geron, former lead of the YouTube video classification team. Covers ML fundamentals, training and deploying deep nets across multiple servers and GPUs using TensorFlow, the latest CNN, RNN and Autoencoder architectures, and Reinforcement Learning (Deep Q).
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Reddit reddit.com
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TensorFlow for Poets petewarden.com
Goes over the implementation of TensorFlow
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Getting Started with TensorFlow packtpub.com
Get up and running with the latest numerical computing library by Google and dive deeper into your data, by Giancarlo Zaccone
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Building Machine Learning Projects with Tensorflow packtpub.com
by Rodolfo Bonnin. This book covers various projects in TensorFlow that expose what can be done with TensorFlow in different scenarios. The book provides projects on training models, machine learning, deep learning, and working with various neural networks. Each project is an…
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Getting Started with TensorFlow on Android omid.al
Build your first TensorFlow Android app
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TensorFlow 2.0 in Action manning.com
by Thushan Ganegedara. This practical guide to building deep learning models with the new features of TensorFlow 2.0 is filled with engaging projects, simple language, and coverage of the latest algorithms.
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Deep Learning with Python machinelearningmastery.com
Develop Deep Learning Models on Theano and TensorFlow Using Keras by Jason Brownlee
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Understanding The Tensorflow Estimator API lighttag.io
A conceptual overview of the Estimator API, when you'd use it and why.
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How Does The TensorFlow Work letslearnai.com
How Does The Machine Learning Library TensorFlow Work?
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First Contact with TensorFlow jorditorres.org
by Jordi Torres, professor at UPC Barcelona Tech and a research manager and senior advisor at Barcelona Supercomputing Center
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Fizz Buzz in TensorFlow joelgrus.com
A joke by Joel Grus
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