H2OWhat is H2O?
H2O.ai is the maker behind H2O, the leading open source machine learning platform for smarter applications and data products. H2O operationalizes data science by developing and deploying algorithms and models for R, Python and the Sparkling Water API for Spark.
H2O is a tool in the Development & Training Tools category of a tech stack.
H2O Pros & Cons
Pros of H2O
- ✓Auto ML is amazing
- ✓Highly customizable
- ✓Super easy to use
- ✓Very fast and powerful
Cons of H2O
- ✗Not very popular
H2O Alternatives & Comparisons
What are some alternatives to H2O?
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.
