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Basic TensorFlow usage example
This article is based on Python3 TensorFlow 1.4. This section describes the basic usage of TensorFlow by using the simplest example, plane fitting.
The introduction method of constructing TensorFlow
A very simple example of using C # to invoke TensorFlow. 1. Install TensorFlow
First you need to install the Windows version of Tensowflow, use 64-bit python3.5, and if not installed, you need to first install python3.5
Then go to the command line as an administrator and run
Pip Install TensorFlow 2.c# calling code ini
Some time ago, made a compilation of the example of CC, finally finally fix ... But to compile in the IDE is not successful, continue to explore.Now share, explore the process, welcome nagging, Exchange.http://home.cnblogs.com/u/mydebug/Prepare: inception_dec_2015 files to the Data folderConcrete Look Https://github.com/tensorflow/tensorflow/tree/master/
TensorFlow Installation and Example-(Ubuntu16.04.1 Anaconda3)
Python-pip and Python-dev
PIP is the default package manager for Python, install TensorFlow directly with PIP, install both packagesCommand: Apt-get install PYTHON-PIP Python-dev python-virtualenvYou can virtualenv create an isolated container to install
This article mainly introduces the use of TensorFlow implementation of the Deming regression algorithm example, has a certain reference value, and now share to everyone, the need for friends can refer to
If the least squares linear regression algorithm is minimized to the vertical distance of the regression line (that is, parallel to the y-axis direction), the Deming regression is minimized to the total di
(flags.cifar_tfrecords)#2. Loop writes all the samples to the file, each picture sample constructs the example protocol forIinchRange (10): #Remove the eigenvalues and target values for the I-picture dataImage =image_batch[i].eval (). ToString () label=Int (label_batch[i].eval () [0])#construct a example of a sampleExample = Tf.train.Example (Features=tf.train.features (feature={
Installation use
Official Document Connection: Https://www.tensorflow.org/get_started/get_started_for_beginnersIn accordance with the text of the GitHub connection to download files directly GG, Hung ladder or clone do not move, helpless, had to go to that page to use the example of the py file copy came to the local, need to copy two files:
https://github.com/tensorflow/models/tree/master/samples/core/ge
This article mainly introduces the use of TensorFlow implementation of multi-class support Vector machine example code, now share to everyone, but also to make a reference. Come and see it together.
This article will detail a multi-class support Vector machine classifier training iris data set to classify three flowers.
The SVM algorithm was originally designed for the two-value classification problem, but
], y_actual:batch[1], keep_prob:0.5}) Test_acc=accuracy.eval (Feed_dict={x:mnist.test.images, Y_actual:mnist.test.labels, keep_prob:1.0})Print("Test Accuracy", TEST_ACC)The TensorFlow relies on an efficient C + + backend for computation. This connection to the back end is called the session. In general, the process of using the TensorFlow program is to create a diagram first and then launch it in session.He
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