Integration Overview¶
This guide will deep dive into using lolpop's pre-built components, pipelines, and runners. Depending on your use case, you may find these robust enough to use out of the box, usable with a few tweaks, or as inspiration as you begin building your own extensions.
In this Section¶
Here's an index of built-in integrations:
- Integrations:
- Components:
- BaseComponent
- Data Checkers:
- Data Connectors:
- Data Profilers:
- Data Splitter:
- Data Synthesizers:
- Data Transformers:
- Generative AI Chatbots:
- Hyperparameter Tuners:
- Loggers:
- Metadata Trackers:
- Metrics Trackers:
- Model Bias Checker:
- Model Checkers:
- Model Explainers:
- Model Repositories:
- Model Trainers:
- Model Visualizers:
- Notifiers:
- Orchestrators:
- Resource Version Control:
- Test Recorder:
-
Pipelines:
- BasePipeline
- Deploy:
- Predict:
- Process:
- Train:
- Metaflow:
-
Runners:
- BaseRunner
- Classification:
- Regression:
- Time-Series: