#Online graph builder tensorflow software

Then when you are ready, you should be able to import the library with: import tensorflow as tf If you are using Windows, it should be noted that, at the time of writing, you must use Python 3.4+, not 2.7. To set up TensorFlow, please follow the instructions found here. If you need catching up, check out this very useful post.Īs we will be demonstrating the Python API, an understanding of Numpy is also beneficial. Before You BeginĪ basic knowledge of machine learning methods is assumed. In this article, you will gain an understanding of the mechanics of this tool by using it to solve a general numerical problem, quite outside of what machine learning usually involves, before introducing its uses in deep learning with a simple neural network implementation. Ultimately, TensorFlow manages to combine a comprehensive and flexible set of technical features with great ease of use. Why has this happened? Reasons include the wealth of support and documentation available, its production readiness, the ease of distributing calculations across a range of devices, and an excellent visualization tool: TensorBoard.

#Online graph builder tensorflow software

However, since Google Brain went open source in November 2015 with their own framework, TensorFlow, we have seen the popularity of this software library skyrocket to be the most popular deep learning framework. There have been some remarkable developments lately in the world of artificial intelligence, from much publicized progress with self-driving cars to machines now composing Chopin imitations or just being really good at video games.Ĭentral to these advances are a number of tools around to help derive deep learning and other machine learning models, with Torch, Caffe, and Theano amongst those at the fore.