vitchyr

"""
Author: Vitchyr Pong

Convert a PDF to svg files. Note that this is pretty slow since it makes
subprocess calls to inkscape's PDF-to-SVG command line convert.

Requirements:
    - Inkscape (https://inkscape.org/)
    - pyPdf (http://pybrary.net/pyPdf/)
    - A '/tmp' directory. If not, you must pass in another directory.

vitchyr

import tensorflow as tf

LAYER_NORM_BIAS_DEFAULT_NAME = "ln_bias"
LAYER_NORM_GAIN_DEFAULT_NAME = "ln_gain"
LAYER_NORMALIZATION_DEFAULT_NAME = "layer_normalization"

def layer_normalize(
        input_pre_nonlinear_activations,
        input_shape,
        epsilon=1e-5,

vitchyr

import PIL.Image
from io import BytesIO   
from IPython.display import display, Image
import numpy as np

def show_img(a, fmt='png'):
  # https://stackoverflow.com/questions/19471814/display-multiple-images-in-one-ipython-notebook-cell
  a = np.uint8(a)
  f = BytesIO()
  PIL.Image.fromarray(a).save(f, fmt)

vitchyr

"""
Helper functions to save git information every time you

Requirements:
 - GitPython==2.1.12

(Probably works on other GitPython versions, but this is the version I've tested.)

Usage:
```