msapaydin

7 ms·

31.
by msapaydin 6y ago
Certainly there is more complexity than spam filters, and cultural differences, subtle nuances which are hard to train a system to auto-classify; things that need to be generalized to new cases that arises- that may be wrongly classified in
32.
by msapaydin 6y ago
I also made a comment before I saw yours about creating a machine learning based system to automate this process, I think it must be fairly easy given the amount of data already available.
33.
by msapaydin 6y ago
I am guessing that by now plenty of data has already been generated which could be used to train future systems..
34.
by msapaydin 6y ago
well, just as in spam filters, some supervisors would be necessary to automate things in the beginning, but eventually this should be less needed?
35.
by msapaydin 6y ago
What I am wondering, and this is probably a dumb question, is why this has not been automatized? Can't content moderation be done with modern and strong machine learning based systems? There must be plenty of training data on this, and
36.
by msapaydin 6y ago
Indeed, the demos of GPT-3 should specifically tackle this.
37.
by msapaydin 6y ago
By extracting the features for the image (that is, the encoding, as in transfer learning in computer vision or natural language processing with, for instance, VGG or Bert, respectively) and feeding this to the classifier.
38.
by msapaydin 6y ago
https://www.genengnews.com/insights/sars-cov-2-protein-inter...
39.
Coronavirus-human protein interaction map(ppi.zoiclabs.io)
1 points by msapaydin 6y ago|2 comments
40.
by msapaydin 6y ago
source: https://www.nature.com/articles/s41586-020-2286-9
41.
by msapaydin 6y ago
There is also London bombing map in second world war which many people claimed was methodical but was later found to be random. e.g. https://images.app.goo.gl/mdQEVE9gfQAsLHn66
42.
by msapaydin 6y ago
Essentially, the scientists found that yes, there are some additions in the nCoV coronavirus originating in Wuhan that other coronaviruses don’t have, which are similar to pieces of sequence found in HIV. But, the kicker here is that these
43.
by msapaydin 7y ago
Perhaps the idea of not having a training set means that one should use other datasets such as image net and use transfer learning.
44.
by msapaydin 7y ago
they already state those in the paper: "Our trial had some limitations, including the absence of a control group (each individual being their own control in our study), the limited number of subjects, their young age (leading to extrap
45.
Effects of a diet based on inulin-rich vegetables on gut health and nutrition(academic.oup.com)
47 points by msapaydin 7y ago|49 comments
46.
by msapaydin 8y ago
You may watch this lecture also perhaps: https://www.youtube.com/watch?v=jPg-4rkjZKc&t=1s
47.
Deep learning applications in drug discovery and protein structure analysis(msapaydin.wordpress.com)
60 points by msapaydin 8y ago|6 comments
48.
by msapaydin 8y ago
eating meditation would be another, perhaps secular, ritual, of the same nature.
49.
by msapaydin 9y ago
Do they provide access to GPU’s?
50.
by msapaydin 9y ago
Maybe you could use RNNs to do the sentiment analysis, either Recurrent or Recursive Neural Networks. Some sample code is available in the book "Tensorflow for machine intelligence" in github.