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cair
TsetlinMachine
Cython2018–2019
cair / TsetlinMachine

TsetlinMachine

Code and datasets for the Tsetlin Machine

3Distinct people
3Mentions
0Explicit recommenders
509GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Code and datasets for the Tsetlin Machine

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 3:03:16 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by month3 dated mentions

Observed mentions: 2018-04-09 13:19:37 UTC to 2019-01-02 14:53:28 UTC.

0122018-04-01 00:00:00 UTC to 2018-05-01 00:00:00 UTC (exclusive): 1 mentions; 1 submissions, 0 commentsApr 20182018-05-01 00:00:00 UTC to 2018-06-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-06-01 00:00:00 UTC to 2018-07-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-07-01 00:00:00 UTC to 2018-08-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-08-01 00:00:00 UTC to 2018-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsAug 20182018-09-01 00:00:00 UTC to 2018-10-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-10-01 00:00:00 UTC to 2018-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-11-01 00:00:00 UTC to 2018-12-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-12-01 00:00:00 UTC to 2019-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2019-01-01 00:00:00 UTC to 2019-02-01 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 commentsJan 2019

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Apr 20182018-04-01 00:00:00 UTC2018-05-01 00:00:00 UTC110
May 20182018-05-01 00:00:00 UTC2018-06-01 00:00:00 UTC000
Jun 20182018-06-01 00:00:00 UTC2018-07-01 00:00:00 UTC000
Jul 20182018-07-01 00:00:00 UTC2018-08-01 00:00:00 UTC000
Aug 20182018-08-01 00:00:00 UTC2018-09-01 00:00:00 UTC000
Sep 20182018-09-01 00:00:00 UTC2018-10-01 00:00:00 UTC000
Oct 20182018-10-01 00:00:00 UTC2018-11-01 00:00:00 UTC000
Nov 20182018-11-01 00:00:00 UTC2018-12-01 00:00:00 UTC000
Dec 20182018-12-01 00:00:00 UTC2019-01-01 00:00:00 UTC000
Jan 20192019-01-01 00:00:00 UTC2019-02-01 00:00:00 UTC202

What Hacker News says

3 sources
Here's the code, check it out: https://github.com/cair/TsetlinMachine >And that is why noone can answer a simple technical question. Who is "noone"? Some people in a small thread on HN that first read about this today and most of which do not have anything to do with NN or Tsetlin's automata (e.g. startup founders, JS programmers, embedded programmers, and so on)? Note also that you haven't made any "simple technical question" -- not a specific one that is. Just asked for it to be explained to you, and then rudely complained again when someone did that it wasn't "reasonably" explained. You also seem impatient to wait for one (considering that you posted 4 hours ago, and most of US is sleeping still), it has to be pronto for you it seems... Here's also a simple explanation from another member: "The Tsetlin machine is based on Tsetlin’s aut
Read the rest
omata, the so called finite automata with linear tactics. The are basically counters of rewards (up) and penalties (down) with various strategies of integration, proportionization and differentiation. They have minimum necessary for digital emulation of the perception functionality. They str not only due to Tsetlin but also yo Krinsky, Krylov, Varshavsky. Mikhail Tsetlin is the most prominent creator. It’s the work in the USSR in the 60s. So not new but very elegant!" >His approach is to do something trivial but bury it in a completely obscure terminology. This technically sorta works on a toy example but not really on more challenging tests. But it is very convincing for people who are not trying to understand what is going on but rather are impressed by technical words and academic rank. That is why it is getting negative feedback here and on other technical forums. Possibly. Also possible that all the negative feedback are from people who don't understand the math either, and/or are too invested in traditional NN, and is the usual resistance to new ideas. Apparently you don't have the means to classify it to one or the other case, but you do want to be rude and make a judgement nonetheless.
In The Tsetlin Machine outperforms neural networks

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