A "Best of the Best Practices" (BOBP) guide to developing in Python.
- "Build tools for others that you want to be built for you." - Kenneth Reitz
- "Simplicity is alway better than functionality." - Pieter Hintjens
| # KEEP UBUNTU OR DEBIAN UP TO DATE | |
| sudo apt-get -y update | |
| sudo apt-get -y upgrade | |
| sudo apt-get -y dist-upgrade | |
| sudo apt-get -y autoremove | |
| # INSTALL THE DEPENDENCIES | |
| # Build tools: |
| # TensorFlow r0.10 | |
| # | |
| # Building Graph | |
| # | |
| add_to_collection,tf.add_to_collection | |
| as_dtype,tf.as_dtype | |
| bytes,tf.bytes | |
| container,tf.container | |
| control_dependencies,tf.control_dependencies | |
| convert_to_tensor,tf.convert_to_tensor |
| import numpy as np | |
| from scipy.ndimage.interpolation import map_coordinates | |
| from scipy.ndimage.filters import gaussian_filter | |
| def elastic_transform(image, alpha, sigma, random_state=None): | |
| """Elastic deformation of images as described in [Simard2003]_. | |
| .. [Simard2003] Simard, Steinkraus and Platt, "Best Practices for | |
| Convolutional Neural Networks applied to Visual Document Analysis", in |
| import numpy as np | |
| from scipy.ndimage.interpolation import map_coordinates | |
| from scipy.ndimage.filters import gaussian_filter | |
| def elastic_transform(image, alpha, sigma, random_state=None): | |
| """Elastic deformation of images as described in [Simard2003]_. | |
| .. [Simard2003] Simard, Steinkraus and Platt, "Best Practices for | |
| Convolutional Neural Networks applied to Visual Document Analysis", in | |
| Proc. of the International Conference on Document Analysis and | |
| Recognition, 2003. |