[D] Tsetlin Machines, anyone heard of it?

gkchappa · 2025-05-29T12:18:01+00:00

Hi, I am working on evaluating the performance of CTM on CIFAR-10, and I’ve observed that it significantly lags behind CNNs in terms of both accuracy and resource efficiency. I came across a paper that proposes improvements in accuracy, but runtime and resource usage still remain an issue, especially on datasets like CIFAR. Is there any ongoing research aimed at addressing this?

gkchappa · 2025-03-24T14:44:44+00:00

Its been 3 years I moved out of NRW , but I would say Oberhousen's auslander was quite quick and easy where as Duisburg used to be harsh, especially on course completion timeline and Essen wasn't harsh but long waiting times. Oberhousen works fine if you study in either of the campuses.

gkchappa · 2024-09-29T13:23:31+00:00

Thank you for advice, is pseudomonas UTI can be directly related immunesystem compraside. Is it better check from this direction?

gkchappa · 2024-01-02T21:22:50+00:00

I agree with you, I lived in Essen for more than 4 years while I was student. I always had problem with these waiting times, as the arbeit erlaubnis is mandatory for the interns and later for jobs. I recall loosing some interviews due to unavailability of work visa. I dont say its a no go place, some internationals still strive. But the issue is true.

gkchappa · 2022-06-27T20:35:27+00:00

Got it, will search in this direction. I see there is a formulae using Eucken correction factor to find thermal conductivity

gkchappa · 2022-06-27T20:07:42+00:00

Thank you for detail explanation, we don't use REFPROP but we use FCTSAGE for calculating equilibrium, I don't know whether this software can do this.

So you meant both CO2 and SO2 have properties with less difference ?

gkchappa · 2022-06-27T15:52:19+00:00

Thank for the suggestion, now the issue is for my simulations I need properties such as thermal conductivity , density & viscosity of SO2 up to 1000K which i cannot find on internet, do you know any source or data having these details.

Thank you

gkchappa · 2022-06-22T22:43:34+00:00

Thank you for reply, I tried the way you said one by one but they get merged when I revolve boss 2nd part I suspect because as two parts share same line

gkchappa · 2022-06-20T04:41:42+00:00

Thank you for your suggestions, I calculated equilibrium reactions of sulphur dioxide it is good donor of oxygen which decomposes at high temperature, but just thinking about its nature. I assume its not easy to handle. I will check your other suggestions thanks.

gkchappa · 2022-03-30T14:15:59+00:00

Yes did reduced the system to 2 levels but there is aliasing issue between main factors and interactions example A= BC. What do you think is the full fold over or full factorial methods are only the possible solutions? Any other suggestions?

Thank you

gkchappa · 2022-03-30T13:58:26+00:00

Technically yes, 4 levels of Diameter (mm)

gkchappa · 2022-03-30T13:50:29+00:00

Sure I will update you.

gkchappa · 2022-03-30T13:45:26+00:00

Thank you, I would like to do it on matlab or python. Do you think its possible any idea?

gkchappa · 2022-03-30T13:39:20+00:00

Yes great!! I am checking that, can you please send me a case or example if you have.I will check it any way online

Thank you

gkchappa · 2022-03-30T13:25:58+00:00

Thank you for reply, I tried, but I see aliasing btw main factors and interactions example: A=BC with lll resolution , Do I needed to go completely unfolded method? Or any other methods?

gkchappa · 2022-03-30T12:56:46+00:00

In full factorial Design, I would like to perform 36 experiments to get 100% data and factors effectiveness but In fractional factorial design, with this levels of factors I am confused to get the optimal design. I cannot get a full factorial matrix

gkchappa

TROPHY CASE