Analyzing these heatmaps can point out undesired correlations in the training data, between samples and labels. For example, an image classifiers for train track might rely on objects that are present in each picture (such as , while not being present in pictures of counter examples for horses. This artifact in the collected data set may be subtle, and not noticeable to a human, but would be visible on the heatmap that highlights the critical features in each image that drove the classification.
Ben Eater has created an excellent 8-bit computer that is true to the essential architecture of modern computers, yet is simple enough to fit on a few breadboards. It uses DIP-switches and push buttons as inputs, and LEDs and 7-segment displays as (debug) outputs. Even step-wise execution by stepping the computer clock is possible, such that every part of the computer can be observed as it functions and the internal state and memory can be modified by switches.
There are many explanations of pull-up or pull-down resistors that gloss a bit too much over the details, keeping you in doubt about how they really work, especially in conjunction with microcontrollers.
To improve our understanding, we will use a simplified schematic that models a microcontroller input-pin connected to a switch and a pull-up resistor. Then we calculate the voltages on the input-pin resulting from a closed or open switch.
Postcards and letters are some of the nicest forms of feedback I have received so far. A new kind has been Mailart by a man who calls himself Ficus Strangulensis. This shall be the first post on this blog about art, accompanied by thoughts related to the topic more generally.
HxD will extend character encoding support, and I am looking for the best way to name character encodings. So far, you can only pick between the following four to affect the text display in the editor window:
Additionally, in the Search window, Unicode (UCS-2LE) can be selected using a checkbox to override the current editor window encoding. I’d like the character encoding selection to be more uniform, flexible, and clear in future. Continue reading →
All data in a computer, including files, is a sequence of numbers. But almost no program shows data in such a raw format, except for hex editors, which can make this concept pretty confusing and abstract. (This actually was one of the motivations for me to write such a program: to understand data and representations better.)
Data encoding, decoding and representation is a big topic, but for many applications of hex editors a few concepts are enough. We’ll start with a brief answer to this question: How do I make sense of (hexadecimal) numbers in a hex editor?
These or similar formulations seem to be popular variations of the above question:
How do you translate hex to English?
Can I change the text to English (or another language)?
What are those ‘random’ numbers on the left in the hex editor?
How do you know if the text representation on the right in a hex editor is valid?
One of the most common questions I get regarding HxD is about obtaining source code to understand and reproduce some of its basic functionality. The most frequent points of interest are how the RAM editor reads / writes memory of other running programs (i.e., processes) and how the disk editor reads from / writes to storage media.
Yesterday, when Mohamed A. Mansour, who will teach an Operating Systems class, suggested this information might be useful for his students, I thought it was a good opportunity to start my blog and write it up in a proper way.
This post is about reading memory that belongs to another running program (aka. process), and will be the first in a series of posts about the implementation and design of HxD.