By Adam Anderson
Aggregated links to tutorials with some summaries. Like all of my Gist notes, this document is mostly so I can keep track of useful resources.
import numpy as np | |
import tensorflow as tf | |
__author__ = "Sangwoong Yoon" | |
def np_to_tfrecords(X, Y, file_path_prefix, verbose=True): | |
""" | |
Converts a Numpy array (or two Numpy arrays) into a tfrecord file. | |
For supervised learning, feed training inputs to X and training labels to Y. | |
For unsupervised learning, only feed training inputs to X, and feed None to Y. |
By Adam Anderson
Aggregated links to tutorials with some summaries. Like all of my Gist notes, this document is mostly so I can keep track of useful resources.
#!/usr/bin/env python3 | |
""" | |
License: MIT License | |
Copyright (c) 2023 Miel Donkers | |
Very simple HTTP server in python for logging requests | |
Usage:: | |
./server.py [<port>] | |
""" | |
from http.server import BaseHTTPRequestHandler, HTTPServer |
By Adam Anderson
These notes are mostly just summaries of the provided references. The purpose of this document is to centralize the resources I found useful so they would be easy to find. Most definitions and explanations are paraphrased or quoted directly from the sources.
"""Simple example on how to log scalars and images to tensorboard without tensor ops. | |
License: BSD License 2.0 | |
""" | |
__author__ = "Michael Gygli" | |
import tensorflow as tf | |
from StringIO import StringIO | |
import matplotlib.pyplot as plt | |
import numpy as np |
% | |
% Send comments to rmcnees@luc.edu, or @mcnees on Twitter. | |
% | |
\documentclass[11pt]{article} | |
% ------------------------------------------------ | |
% Specify the margins. | |
% ------------------------------------------------ | |
\usepackage{vmargin} | |
\setmargrb{2cm}{1cm}{2cm}{2cm} |
% © 2016 Henrik Öhman | |
% Distributed under the CC BY-SA 4.0 license | |
\documentclass{article} | |
\usepackage{unicode-math} | |
\usepackage{xcolor} | |
\usepackage{graphicx} | |
\usepackage{tikz} | |
\usepackage{luacode} | |
\usepackage[pdfborder={0 0 0}]{hyperref} |
Philosophy is a way of life and not just a theoretical discipline.
Epictetus (55 — 135 AD) was a Greek slave of Rome. He became a great Stoic philosopher and teacher, and was eventually freed.
Although he was a fatalist, he believed that individuals are responsible for their own actions, which they can examine and control through rigorous self-discipline.
##VGG16 model for Keras
This is the Keras model of the 16-layer network used by the VGG team in the ILSVRC-2014 competition.
It has been obtained by directly converting the Caffe model provived by the authors.
Details about the network architecture can be found in the following arXiv paper:
Very Deep Convolutional Networks for Large-Scale Image Recognition
K. Simonyan, A. Zisserman