hhtoyou
hhtoyou on Hacker News
one thing : google cloud is first !
i hate microsoft's way of getting things done! stop reinventing the wheel !
researchers are like Francois Chollet & many more even jeff dean and it is the greatness of the community that it's pretty open to optimization "Why do researchers love PyTorch?
Simplicity. It’s similar to numpy, very pythonic, and integrates easily with the rest of the Python ecosystem. For example, you can simply throw in a pdb breakpoint anywhere into your PyTorch model and it’ll work. In TensorFlow, debugging the model requires an active session and ends up being much trickier.
Great API. Most researchers prefer PyTorch’s API to TensorFlow’s API. This is partially because PyTorch is better designed and partially because TensorFlow has handicapped itself by switching APIs so many times (e.g. ‘layers’ -> ‘slim’ -> ‘estimators’ -> ‘tf.keras’).
Performance. Despite the fact that PyTorch’s dynamic graphs give strictly less opportunity for optimization, there have been many anecdotal reports that PyTorch is as fast if not faster than TensorFlow. It's not clear if this is really true, but at the very least, TensorFlow hasn't gained a decisive advantage in this area."
common people do want to appreciate & adopt the things that seems fit to the knowledge sphere at present from the researchers. tensorflow approaches are better and respected each and everyone of the community as well in exchange enlightened us new ways of understanding of ml solutions. it have turned into a family “If you want to go fast, go alone. If you want to go far, go together.” and given the assets alphabet have a common man can turn into researchers! e.g. >> https://learn.grasshopper.app take this for example "Learn to code anywhere.
Grasshopper is available on iOS, Android, and all web browsers. Your progress syncs seamlessly between devices." << this is the status quo ! it's a gift of a lifetime for generations !
apple always has failed in creating a mapping app. also it is hinders with other developers beautiful works !
Best place to experiment there, Chinese are really scientific in their approach, than other countries being scared of AI, every govt should do it. Everyone can learn a lot of their shortcomings. AI WOULD IMPROVE ECONOMY FAR-SIGHTED LY
End up taking lots of selfie,or like machine learning as "i need to use capsules network, but maxpooling still the best".
After a lot of thinking there will be a conclusion....
And ultimately stop thinking, because work is worshiping!
Blockchain is the future with added extensions.eg. lightening network.
Quantum Com is on the rise, safety extensions are being experimented.
We still don't know where it got started and yet it's not a natural creation.
Get to know the swiss ️
Posted by
hhtoyou on Wednesday January 10, 2018 @02:51PM
from the developers.google.com dept.
Something related to data siphoning have happened, just now, it's restored.