Computation using data flow graphs for scalable machine learning

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Updated Dec 18, 2017

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TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

Created by Google Brain Team

Released November 9, 2015

Computation using data flow graphs for scalable machine learning

C++
Updated Dec 18, 2017

Deep Learning for humans

TensorFlow Tutorial and Examples for Beginners with Latest APIs

Jupyter Notebook
Updated Dec 13, 2017

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…

Deep learning library featuring a higher-level API for TensorFlow.

TensorFlow tutorials and best practices.

Updated Nov 24, 2017

A TensorFlow implementation of Baidu's DeepSpeech architecture

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python …

tensorflow
scikit-learn
machine-learning
python
deep-learning
neural-network
ml
distributed
jupyter-notebook

Jupyter Notebook
Updated Dec 11, 2017

Python
Updated Nov 1, 2017

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

tensorflow
deep-learning
tutorial
nlp
natural-language-processing
chatbot
machine-learning
stanford
course-materials

Python
Updated Dec 16, 2017

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow
machine-learning
regression
convolutional-neural-networks
logistic-regression
book
reinforcement-learning
autoencoder
linear-regression
classification
clustering

Jupyter Notebook
Updated Nov 24, 2017

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Run Keras models in the browser, with GPU support using WebGL

JavaScript
Updated Dec 17, 2017

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs o…

bayesian-methods
deep-learning
machine-learning
data-science
tensorflow
neural-networks
statistics
probabilistic-programming

Jupyter Notebook
Updated Dec 16, 2017

A general-purpose encoder-decoder framework for Tensorflow

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environ…

deep-learning
jupyter
lasagne
caffe
tensorflow
sonnet
keras
theano
chainer
torch
pytorch
mxnet
cntk
dockerfile-generator
docker-image

Python
Updated Dec 6, 2017

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

Face recognition using Tensorflow

Python
Updated Dec 15, 2017

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Jupyter Notebook
Updated Dec 12, 2017

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Python
Updated Dec 11, 2017

TensorFlow Tutorials with YouTube Videos

tensorflow
deep-learning
machine-learning
reinforcement-learning
python-notebook
tutorial
neural-network
youtube

Jupyter Notebook
Updated Dec 14, 2017

Bare bone examples of machine learning in TensorFlow

tensorflow
tensorflow-tutorials
distributed-computing
simple
big-data
linear-regression
tensorflow-examples
tensorflow-exercises

Python
Updated Mar 14, 2017

Code for Tensorflow Machine Learning Cookbook

tensorflow
tensorflow-cookbook
linear-regression
neural-network
tensorflow-algorithms
rnn
cnn
svm
nlp
packtpub
machine-learning
tensorboard
classification
regression
kmeans-clustering
genetic-algorithm
ode

Jupyter Notebook
Updated Aug 9, 2017

PipelineAI: End-to-End ML and AI Platform for Real-time Spark and Tensorflow Data Pipelines

machine-learning
artificial-intelligence
tensorflow
kubernetes
elasticsearch
cassandra
ipython
spark
kafka
netflixoss
presto
airflow
pipeline
jupyter-notebook
zeppelin
docker
redis
neural-network
gpu
microservices

HTML
Updated Dec 18, 2017

TensorFlowOnSpark brings TensorFlow programs onto Apache Spark clusters

Python
Updated Dec 15, 2017

Deep Reinforcement Learning for Keras.

Python
Updated Dec 12, 2017

Collection of generative models in Tensorflow

gan
vae
cgan
infogan
acgan
lsgan
wgan
dragan
ebgan
variational-autoencoder
began
tensorflow
mnist
fashion-mnist
wgan-gp
cvae
generative-adversarial-networks
generative-model
generative-models
improved-wgan

Python
Updated Dec 13, 2017

TensorFlow Basic Tutorial Labs

TensorFlow & Deep Learning Tutorial

Python
Updated Sep 12, 2017

Machine Learning Toolkit for Kubernetes

Python
Updated Dec 18, 2017