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View Code? Open in Web Editor NEWMachine Learning and Computer Vision Engineer - Technical Interview Questions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
What are dropouts? [src]
Long Short Term Memory โ are explicitly designed to address the long term dependency problem, by maintaining a state what to remember and what to forget.
Define LSTM. [src]
As we add more and more hidden layers, back propagation becomes less and less useful in passing information to the lower layers. In effect, as information is passed back, the gradients begin to vanish and become small relative to the weights of the networks.
Answers are swapped between these ^^
The answer to this question is somewhat incorrect. In particular, the convolution operator only has the translational equivariance property. In this case, several factors that can constitute the translational invariance property of CNNs. We could argue that the translational invariance is due to the usage of pooling layers which downsamples the feature maps and thus makes the model less sensitive to small translations. Or, data augmentation helps the model learn to be more robust to positional displacements. Ultimately, CNNs are not translational invariant by design, see this paper.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.