What is baikal?
It is a graph-based, functional API for building complex machine learning pipelines of objects that implement the scikit-learn API. It is mostly inspired on the excellent Keras API for Deep Learning, and borrows a few concepts from the TensorFlow framework and the (perhaps lesser known) graphkit package. It aims to provide an API that allows to build complex, non-linear machine learning pipelines.
baikal is a tool in the Machine Learning Tools category of a tech stack.
baikal is an open source tool with 592 GitHub stars and 30 GitHub forks. Here’s a link to baikal's open source repository on GitHub
Who uses baikal?
Developers
4 developers on StackShare have stated that they use baikal.
baikal Integrations
baikal's Features
- Build non-linear pipelines effortlessly
- Handle multiple inputs and outputs
- Add steps that operate on targets as part of the pipeline
- Nest pipelines
- Use prediction probabilities (or any other kind of output) as inputs to other steps in the pipeline
- Query intermediate outputs, easing debugging
- Freeze steps that do not require fitting
- Define and add custom steps easily
- Plot pipelines
baikal Alternatives & Comparisons
What are some alternatives to baikal?
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
Elasticsearch
Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
