Can Diffrax be used on a function that doesn't have a solution?
@gayatrigattani2615 Жыл бұрын
Hii Patrick, Thank you so much for this video. It was damn helpful. Also can you help me with where can I study neural controlled differential equations thoroughly?
@farouk-hjabo3 жыл бұрын
Absolutely phenomenal! The work you are doing is amazing. Smooth presentations, readable understandable papers, and open source code. Thank you so much your work is closely related to my thesis. Keep up the good work, I wish you all the best.
@jaimecascantevega11233 жыл бұрын
This is awesome! Could you please provide any insight on how to include estimates of time-varying parameters?
@yuhangguo24093 жыл бұрын
Nice talk! BTW, where can I download the slides? Thx!
@patrickkidger12853 жыл бұрын
A version of these slides are available here: kidger.site/links/CZszzuRmMmzo
@loo54053 жыл бұрын
could you please release a model/.py for forecasting?
@patrickkidger12853 жыл бұрын
We have a GitHub repo (and example) at github.com/patrick-kidger/NeuralCDE you can check out. We didn't specifically consider a forecasting problem in the paper but it should be straightforward to set up, using the classification example as a guide.
@loo54053 жыл бұрын
@@patrickkidger1285 nice, ill give a try, im new to neural ode and im currently learning how to solve/train in julia, checking the benchmark it should be also faster than pytorch, so i wonder why cde and other models like latent ode aren't done in julia. sorry my english.
@cwkx3 жыл бұрын
Amazing work Patrick! I really liked the sketch-proof! I wonder if this insight could lead to further developments in architectural search, e.g. EfficientNets paper.
@mr.kyairey16793 жыл бұрын
Freedom of art of drawing that can be shared by many people to many places freely so obviously this is not writing: "In my opinion where I think the intention to stop the spreading of fake news is similarly the same like the intention to stop the use of sharp knives just because many tragedies have been obviously caused by sharp knives so is it yes or no to the spreading of fake news as there is no piracy if there are no buyers and there are no drug dealers if there are no buyers which means there is no problem at all with fake news?" - freedom of expression is also not about freedom to kill people as dead people had no freedom of expression so death penalty is murder crime including killing animal for food et cetera as there are still too many veganists promoting veganism on internet as punishment is torture so all people have rights to turn off the commenting on their post or on their posts as the international rules of Article 19 of Universal Declaration of Human Rights or also known as UDHR said freedom to hold opinion without being interfered so all people can or may impart any information without being disturbed or without being restricted or without being intervened et cetera; if it is not okay for people to test others for real through making a prank such like to rape someone until they say you got pranked and probably it is also not okay for god or gods to test others for real until there were many rape victims if there is god or gods so people should stop giving childbirth to stop all crimes immediately as murder crime equals death penalty and killing animal for food including childbirth the deadliest murder crime as there is no childdeath if there is no childbirth and of course words have never killed people except many people that have killed many people and many animals deliberately or undeliberately whether it was purposely committed consciously or unconsciously has no purpose at all as killing animal for food can be convicted as murder crime and death penalty can be convicted as revengeful murder crime and childbirth can be convicted as the deadliest murder crime as many people died from childbirth so childbirth is more dangerous than coronavirus.
@shaoaili48373 жыл бұрын
Deep Learning KZbinr Patrick :)
@patrickkidger12853 жыл бұрын
Hey Aili! :D
@mr.kyairey16793 жыл бұрын
Freedom of art of drawing that can be shared by many people to many places freely so obviously this is not writing: "In my opinion where I think the intention to stop the spreading of fake news is similarly the same like the intention to stop the use of sharp knives just because many tragedies have been obviously caused by sharp knives so is it yes or no to the spreading of fake news as there is no piracy if there are no buyers and there are no drug dealers if there are no buyers which means there is no problem at all with fake news?" - freedom of expression is also not about freedom to kill people as dead people had no freedom of expression so death penalty is murder crime including killing animal for food et cetera as there are still too many veganists promoting veganism on internet as punishment is torture so all people have rights to turn off the commenting on their post or on their posts as the international rules of Article 19 of Universal Declaration of Human Rights or also known as UDHR said freedom to hold opinion without being interfered so all people can or may impart any information without being disturbed or without being restricted or without being intervened et cetera; if it is not okay for people to test others for real through making a prank such like to rape someone until they say you got pranked and probably it is also not okay for god or gods to test others for real until there were many rape victims if there is god or gods so people should stop giving childbirth to stop all crimes immediately as murder crime equals death penalty and killing animal for food including childbirth the deadliest murder crime as there is no childdeath if there is no childbirth and of course words have never killed people except many people that have killed many people and many animals deliberately or undeliberately whether it was purposely committed consciously or unconsciously has no purpose at all as killing animal for food can be convicted as murder crime and death penalty can be convicted as revengeful murder crime and childbirth can be convicted as the deadliest murder crime as many people died from childbirth so childbirth is more dangerous than coronavirus.
@mr.kyairey16793 жыл бұрын
@@patrickkidger1285 Freedom of art of drawing that can be shared by many people to many places freely so obviously this is not writing: "In my opinion where I think the intention to stop the spreading of fake news is similarly the same like the intention to stop the use of sharp knives just because many tragedies have been obviously caused by sharp knives so is it yes or no to the spreading of fake news as there is no piracy if there are no buyers and there are no drug dealers if there are no buyers which means there is no problem at all with fake news?" - freedom of expression is also not about freedom to kill people as dead people had no freedom of expression so death penalty is murder crime including killing animal for food et cetera as there are still too many veganists promoting veganism on internet as punishment is torture so all people have rights to turn off the commenting on their post or on their posts as the international rules of Article 19 of Universal Declaration of Human Rights or also known as UDHR said freedom to hold opinion without being interfered so all people can or may impart any information without being disturbed or without being restricted or without being intervened et cetera; if it is not okay for people to test others for real through making a prank such like to rape someone until they say you got pranked and probably it is also not okay for god or gods to test others for real until there were many rape victims if there is god or gods so people should stop giving childbirth to stop all crimes immediately as murder crime equals death penalty and killing animal for food including childbirth the deadliest murder crime as there is no childdeath if there is no childbirth and of course words have never killed people except many people that have killed many people and many animals deliberately or undeliberately whether it was purposely committed consciously or unconsciously has no purpose at all as killing animal for food can be convicted as murder crime and death penalty can be convicted as revengeful murder crime and childbirth can be convicted as the deadliest murder crime as many people died from childbirth so childbirth is more dangerous than coronavirus.
@Hannah-cb7wr4 жыл бұрын
Very interesting! And thanks for publishing the code, sadly not the standard for ML research.
@patrickkidger12854 жыл бұрын
Thankyou! I think publishing code is becoming more frequent these days, thankfully.
@makesh87724 жыл бұрын
Excellent work and excellent presentation. Conveyed the key idea in just 13mins. A good tutorial to me on how to convey ideas very clearly. Unfortunate there is only one like so far :(
@patrickkidger12854 жыл бұрын
Thankyou! Perhaps more likes will come in the future :)
@mr.kyairey16793 жыл бұрын
Freedom of art of drawing that can be shared by many people to many places freely so obviously this is not writing: "In my opinion where I think the intention to stop the spreading of fake news is similarly the same like the intention to stop the use of sharp knives just because many tragedies have been obviously caused by sharp knives so is it yes or no to the spreading of fake news as there is no piracy if there are no buyers and there are no drug dealers if there are no buyers which means there is no problem at all with fake news?" - freedom of expression is also not about freedom to kill people as dead people had no freedom of expression so death penalty is murder crime including killing animal for food et cetera as there are still too many veganists promoting veganism on internet as punishment is torture so all people have rights to turn off the commenting on their post or on their posts as the international rules of Article 19 of Universal Declaration of Human Rights or also known as UDHR said freedom to hold opinion without being interfered so all people can or may impart any information without being disturbed or without being restricted or without being intervened et cetera; if it is not okay for people to test others for real through making a prank such like to rape someone until they say you got pranked and probably it is also not okay for god or gods to test others for real until there were many rape victims if there is god or gods so people should stop giving childbirth to stop all crimes immediately as murder crime equals death penalty and killing animal for food including childbirth the deadliest murder crime as there is no childdeath if there is no childbirth and of course words have never killed people except many people that have killed many people and many animals deliberately or undeliberately whether it was purposely committed consciously or unconsciously has no purpose at all as killing animal for food can be convicted as murder crime and death penalty can be convicted as revengeful murder crime and childbirth can be convicted as the deadliest murder crime as many people died from childbirth so childbirth is more dangerous than coronavirus.
@mr.kyairey16793 жыл бұрын
@@patrickkidger1285 Freedom of art of drawing that can be shared by many people to many places freely so obviously this is not writing: "In my opinion where I think the intention to stop the spreading of fake news is similarly the same like the intention to stop the use of sharp knives just because many tragedies have been obviously caused by sharp knives so is it yes or no to the spreading of fake news as there is no piracy if there are no buyers and there are no drug dealers if there are no buyers which means there is no problem at all with fake news?" - freedom of expression is also not about freedom to kill people as dead people had no freedom of expression so death penalty is murder crime including killing animal for food et cetera as there are still too many veganists promoting veganism on internet as punishment is torture so all people have rights to turn off the commenting on their post or on their posts as the international rules of Article 19 of Universal Declaration of Human Rights or also known as UDHR said freedom to hold opinion without being interfered so all people can or may impart any information without being disturbed or without being restricted or without being intervened et cetera; if it is not okay for people to test others for real through making a prank such like to rape someone until they say you got pranked and probably it is also not okay for god or gods to test others for real until there were many rape victims if there is god or gods so people should stop giving childbirth to stop all crimes immediately as murder crime equals death penalty and killing animal for food including childbirth the deadliest murder crime as there is no childdeath if there is no childbirth and of course words have never killed people except many people that have killed many people and many animals deliberately or undeliberately whether it was purposely committed consciously or unconsciously has no purpose at all as killing animal for food can be convicted as murder crime and death penalty can be convicted as revengeful murder crime and childbirth can be convicted as the deadliest murder crime as many people died from childbirth so childbirth is more dangerous than coronavirus.