What is FeatHub?
It is a feature store that facilitates feature development and deployment to reduce duplication of data engineering efforts, simplify feature management, and facilitate feature development-to-deployment iteration
FeatHub is a tool in the Development & Training Tools category of a tech stack.
Key Features
Define features via table joins with point-in-time correctnessDefine over window aggregation featuresDefine sliding window aggregation featuresDefine features via built-in functionsDefine feature via Python UDF
FeatHub Pros & Cons
Pros of FeatHub
No pros listed yet.
Cons of FeatHub
No cons listed yet.
FeatHub Alternatives & Comparisons
What are some alternatives to FeatHub?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
