Siraj Raval
Coronavirus is turning out to be one of the deadliest disease outbreaks of all time. The people that are fighting this disease need a solution now, not a year from now. As such, I’m hosting a 2-week $3500 Coronavirus Deep Learning Competition for anyone in this community to participate. The goal is to use deep learning to find a potential cure or treatment, then we’ll send samples of the compound to the Wuhan Institute of Virology for further analysis. This is the perfect opportunity to show the world how open-source, community-driven AI can effect positive, relevant change. This is the AI-Human collaborative “Deep Blue” moment, a moment where, given AI tools, a human or group of humans will be able to accomplish an extraordinary feat that they couldn’t otherwise. In this episode, I’ll explain the details of the competition, the details of the Coronavirus genome, which teams are currently using AI to fight it, and we’ll go through the necessary steps to generate and test candidate molecules with deep learning and PyRX (molecular docking software). Enjoy!
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https://www.sage-health.org/
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Are you a total beginner to machine learning? Watch this:
https://www.youtube.com/watch?v=Cr6VqTRO1v0
Want to meet potential teammates? Try our slack channel:
http://wizards.herokuapp.com/
Drug Discovery with GANs:
https://www.youtube.com/watch?v=hY9Bc3mtphs
Drug Engineering:
https://www.youtube.com/watch?v=ya3AdrfKYzc
Learn Python:
https://www.youtube.com/watch?v=T5pRlIbr6gg
Coronavirus news:
https://www.who.int/health-topics/coronavirus
PyRX Download:
https://pyrx.sourceforge.io/
AutoDock Vina:
http://vina.scripps.edu/
LSTMChem Network:
https://github.com/topazape/LSTM_Chem
30+ Drug Discovery Neural nets:
https://github.com/search?l=Python&q=neural+drug&type=Repositories
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Credits:
World Health Organization
TopazApe
Image assets/animations are from across the Web, i take no credit for them (except some memes)
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
Source
Coronavirus 'spike' protein just mapped, leading way to vaccine
https://www.livescience.com/coronavirus-spike-protein-structure.html
Keep it up Siraj, you are doing what you were meant to do!
Inspiring stuff, thanks.
hu can i know the dataset of this can be obtained without interviewing COVID-19 patient?
Ye kahan se copy kia bhai tune? Research paper mat submit kardenna isse.
Guys, has anyone achieved something? Let's help each other here =)
gd to hear bk from u
Siraj you are amazing as always. Keep up the good work, you are getting the hearts of people again. You are a good man. Keep posting more videos like this
WAW , now YOUR VIDEO IS AMAZING. Do the amazing thing, KEEP GOING
great video
https://www.youtube.com/watch?v=fg2vpYdijfk remedy for the coronavirus or any virus. It may not work on some mobile devices, watch it on a desktop. It may not be spectacular, but it does the job.
I do teach English with your movies converting your speech to automatic translasions .😎
hu can i know the dataset of this can be obtained without interviewing COVID-19 patient?
Keep it up Siraj, you are doing what you were meant to do!
Inspiring stuff, thanks.
We could get a new folding@home going to power this, lots of people would sign up
I do teach English with your movies converting your speech to automatic translasions .😎
Artificial intelligence is not being used for finding a cure yet I think… Google can use Quantum Supremacy to calculate and define a cure for coronavirus or many other illness.
Lets be scared of the common cold, until the vaccine comes out, then like fairy dust, we don't need to fear it anymore.
Dude the internal structure looks like spirulina chemical structure… one red one green… hmm how many victims are vegan???? Oh … none… hmmm
so glad to have you back bro.
you are amazing!
2:15 that joe rogan joke was on spot
https://twitter.com/DeepSgr
you seem knowledgeable, subscribed
Guys, has anyone achieved something? Let's help each other here =)
Keep it up Siraj, you are doing what you were meant to do!
PyRx is available for macOS Catalina, any substitutes anyone knows, or any workaround to make it work ?
2:15 that joe rogan joke was on spot
went over my head…
Guys, has anyone achieved something? Let's help each other here =)
Hi Siraj!
I don't know if this has already been taken in count…
https://patents.justia.com/patent/10130701
What binding scores are you guys getting? I'm around -12.
2:15 that joe rogan joke was on spot
hu can i know the dataset of this can be obtained without interviewing COVID-19 patient?
Inspiring stuff, thanks.
hu can i know the dataset of this can be obtained without interviewing COVID-19 patient?
Thank you sooo much Siraj!!! Great job as usual … I like your amazing storytelling skill
Inspiring stuff, thanks.
amazing piece – you should charge more
Excellent initiative Siraj! I find that you move a bit too fast for me, though, and I had to look at all the step mentioned in the process. As a newbie I will like to mention this article with a howto for using the AutoDock suite from 2016: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4868550/. My first naive, non-expert though is whether it is necessary to use AI-techniques as the first step, when you can download huge drug databases for available and approved drugs, try out groups with similar structures with the N3 binding site (https://www.rcsb.org/structure/6lu7) and discover which groups seems to work best. Then you can generate similar drugs with GANs for the highest scoring ones, to find even better drugs. The docking process can have massive speed-ups as well, with Autodock-GPU and other initiatives being freely available. Some smart guys can probably also automate this process as well with eg. Dakota.
Corono virus is founded on 14th century
We could get a new folding@home going to power this, lots of people would sign up
WAW , now YOUR VIDEO IS AMAZING. Do the amazing thing, KEEP GOING
Thank you!
WAW , now YOUR VIDEO IS AMAZING. Do the amazing thing, KEEP GOING
amazing piece – you should charge more
Thank you!
amazing piece – you should charge more
I have generated 100 potential inhibitors but idk how to use vina to convert from smile chain to "valid" format. Can anyone help me?
We could get a new folding@home going to power this, lots of people would sign up
Inspiring stuff, thanks.
went over my head…
Thank you!
It's this type of positive impact we need in today's crazy, paradox of a world we have.
Using technology to solve real-world problems and encouraging the actual people behind the technology to fight it together!
went over my head…
Thank you!
YouTube ai will stop ad sense on this vid and recommend less to ppl
went over my head…
Thank you!
WAW , now YOUR VIDEO IS AMAZING. Do the amazing thing, KEEP GOING
OMG! Watch Here: https://youtu.be/W2z6P9SCjTU
Lol scammer trying to scam people again LMAO
YouTube ai will stop ad sense on this vid and recommend less to ppl
Thank you sooo much Siraj!!! Great job as usual … I like your amazing storytelling skill