Handpicked titles for beginner to senior-level software rolesCovers coding, system design, clean code, and real-world problem ...

Each problem has an algorithm design part: you should write pseudocode and work out the worst/expected case running time for your own benefit. However, these portions will not be graded. Each problem ...

Abstract: The paper presents a new algorithm for automated search for neural network architecture for predicting the state of technical objects. Prediction is a key element of monitoring, allowing us ...

The algorithm is based on continuous relaxation and gradient descent in the architecture space. It is able to efficiently design high-performance convolutional architectures for image classification ...

Key features include improved efficiency due to its native Python implementation, a user-friendly interface modeled after scikit-learn, and reliable algorithm implementations based on scientific ...