stephanheijl

7 ms·

1.
by stephanheijl 2y ago
Love to see this on HN, very interesting research. I'm looking forward to the paper release and I appreciate the way that you are licensing these models. ESM 2-650M is still a solid baseline but seeing ESM C 6B outperforming it by thes
2.
by stephanheijl 2y ago
I would normally only buy apples around september/october in the Netherlands, trying to get them fresh from local orchards when possible. Elstar is amazing when plucked right from the tree, but becomes mealy before the end of the year
3.
by stephanheijl 3y ago
To be more exact, LoRA adds two matrices `A` and `B` to any layers that contain trainable weights. The original weights (`W_0`) have the shape `d × k`. These are frozen. Matrix `A` has dimensions `d × <rank>` (`rank` is configurable)
4.
by stephanheijl 4y ago
> Much too often, we are overworked and underpaid. We are in what people call a “passion industry,” one that ultimately capitalizes on our love of stories to excuse low wages and a “you better be grateful to this opportunity” attitude. W
5.
by stephanheijl 4y ago
Designing novel viral proteins might become trivial, but actually doing the lab work to produce them would still be a tough exercise. On the other hand, exactly by the mechanism that would give rise to such a novel pathogen, actors that do
6.
A New Protein Design Era with Protein Diffusion(stephanheijl.com)
1 points by stephanheijl 4y ago|0 comments
7.
by stephanheijl 4y ago
I just add them to an img folder in my Github repository and it is then served as part of the Github page. Just using `src=img/picture.jpg` works fine.
8.
by stephanheijl 4y ago
This is the dockerized version of this repo: https://github.com/AbdBarho/stable-diffusion-webui-docker
9.
by stephanheijl 5y ago
I am not claiming we should not have dams, or refrain from using dams to provide hydroelectricity. My point of contention is the assertion that hydro energy has less catastrophic failure modes than nuclear (presumably fission). Clearly the
10.
by stephanheijl 5y ago
> has less catastrophic failure modes Given incidence of dam bursts like the 1975 Banqiao dam failure[1], with an estimate death toll of 26,000 to 240,000 people and flooding of over 12,000 square kilometers, I'm inclined to disagre
11.
by stephanheijl 5y ago
I'm impressed and grateful that DeepMind released this resource, this will save a lot of compute from labs trying to replicate an entire exome for themselves. While some structures look great, there are still some misses here. Importan
12.
by stephanheijl 5y ago
Based on the Global Wealth Book 2018 and 2019 from Credit Suisse, comparing Table 3-1 in both books, it appears that the number of adults in "under 10.000" range increased significantly in 2019. This is likely not a real change, b
13.
by stephanheijl 5y ago
You linked an income inequality graph, which is distinct from wealth. If you look at the list on Wikipedia [1] and sort by Wealth Gini (2019) you will find that the Netherlands are #1. [1] https://en.wikipedia.org/wiki/
14.
by stephanheijl 5y ago
I've been looking at the use of algae with regards to sequester img CO2 from the atmosphere. This seems to have some remarkable advantages: single molecules which make mass production easier, presumably less finicky operating procedure
15.
by stephanheijl 6y ago
Important notes: No data is available on actual illness according to the article, which means that while there could be an immune response, that does not mean that symptoms were observed. This study also does not regard the impact of T-cell
16.
by stephanheijl 6y ago
A large contributor to this would be the increase in investors pumping money in "safe" and easy ETFs. Instead of taking the time to investigate the market and looking into novel ventures, people want to ride the market into wealth
17.
by stephanheijl 6y ago
Something similar was commented below. These figures are not comparable, as GDP is "collected" every year. Revenue for Apple sits at 260B$, which is closer to the GDP of Vietnam.
18.
by stephanheijl 6y ago
That's a pretty good bet, as Amazon is already sitting on a 1.6T market cap. Tesla is at a "meager" 342B$.
19.
by stephanheijl 6y ago
The US military budget is an expenditure that occurs every year. Apple's market cap is the expected value of all of Apple's outstanding shares. These are really not comparable.
20.
A free to use API for Dutch COVID19 data(stephanheijl.com)
1 points by stephanheijl 6y ago|0 comments
21.
Analysing the spike protein of SARS-CoV-2 with 3DM(medium.com)
1 points by stephanheijl 6y ago|0 comments
22.
Bio-Prodict releases a free suite of 3DM systems for Covid-19 research(medium.com)
1 points by stephanheijl 6y ago|0 comments
23.
Visualizing and Explaining Deep Learning Antibiotics(stephanheijl.com)
2 points by stephanheijl 6y ago|0 comments
24.
by stephanheijl 7y ago
That's not even close to true, schools, restaurants, pubs and sporting establishments are shut down. Events with 100 or more people attending are not allowed and the government is actively working to help companies deal with less produ
25.
Python Tutorial: Using protein sequences to make better classifiers(stephanheijl.com)
2 points by stephanheijl 7y ago|0 comments
26.
by stephanheijl 7y ago
A society’s mind is its marketplace of ideas, and the freer, more open, and more active that marketplace is, the sharper and clearer the giant mind is and the faster the pace of societal growth. This is a good takeaway; even though the fr
27.
Large Scale Adversarial Representation Learning Explained(stephanheijl.com)
55 points by stephanheijl 7y ago|0 comments
28.
Top public classifiers comparison for Santander Customer Transaction contest(kaggle.com)
4 points by stephanheijl 8y ago|0 comments
29.
by stephanheijl 8y ago
Thanks for the answer, I missed that paragraph. It seems quite disconcerting to me that the average question in the Java tag has been rated negatively the last 4 years. I'm curious as to the specific reason for this downward trend, whi
30.
by stephanheijl 8y ago
The graphs shown are cumulative, which is defined by the README to be the sum of all the points up to that date (the most common definition). However, some graphs show a dropping number of points, like the one for Java, even in the non-stan

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