Machine Learning
Design a Learning Algorithm for Approximating an Arbitrary Function
AskAI
The goal is to design a learning algorithm that can take in an arbitrary function f(x) and output a hypothesis function h(x) that is a good approximation of f(x).
Implementing a k-means clustering algorithm.
AskAI
This technical problem deals with implementing a k-means clustering algorithm. The input is a dataset with n observations, and the output is a partition of the dataset into k clusters.
Designing a Machine Learning Algorithm for Automated News Article Categorization
AskAI
Design a machine learning algorithm that can automatically categorize news articles by topic. The algorithm should be able to learn and adapt as new articles are published.
Building a Machine Learning Model to Predict Target Values
AskAI
Given a set of data points, each with a certain number of features, the task is to build a machine learning model that can accurately predict the target value for each data point.
Designing a Machine Learning Algorithm for Function Mapping
AskAI
A machine learning algorithm is designed to learn a function that can map a set of input data points to a set of output labels. The algorithm is trained on a training set of data, and then applied to a test set of data. The performance of the algorithm is measured by its accuracy on the test set.
Automatic machine learning algorithm design.
AskAI
We would like to develop a machine learning algorithm that can automatically design new machine learning algorithms. Our goal is to create an algorithm that can take as input a description of a desired behavior or property , and output a machine learning algorithm that achieves that behavior or has that property.
Design a binary classification machine learning algorithm.
AskAI
Design a machine learning algorithm that can learn from a training set of data in order to accurately classify new data points according to a binary classification. The algorithm should be able to learn from two input features and one output label.
Predicting User Purchases from Site Activity
AskAI
The goal is to predict how often a user will purchase a product from the site, based on their activity (e.g. number of hours spent on the site, number of clicks, etc.).
