Components are the building blocks of a pipeline. Each one takes an input, does one thing, and passes an output to the next component.Documentation Index
Fetch the complete documentation index at: https://docs.clickml.app/llms.txt
Use this file to discover all available pages before exploring further.
How components connect
- Output handle — the dot on the right side of a component. Drag from here to connect.
- Input handle — the dot on the left side. Drop a connection here.
- Data flows left to right through the pipeline.
- Some components have multiple handles (e.g. Train-Test Split outputs separate
X Train,Y Train,X Test,Y Testhandles).
Full component list
| Category | Component | Input | Output |
|---|---|---|---|
| Data | CSV Reader | — | DataFrame |
| Data | Excel Reader | — | DataFrame |
| Processing | Data Cleaning | DataFrame | DataFrame |
| Processing | Missing Values | DataFrame | DataFrame |
| Processing | Scaling | DataFrame | DataFrame |
| Processing | Encoding | DataFrame | DataFrame |
| Processing | Data Transformation | DataFrame | DataFrame |
| Processing | Delete Columns / Rows | DataFrame | DataFrame |
| Processing | Train-Test Split | DataFrame | Split Data |
| Feature Engineering | Feature Extraction | DataFrame | DataFrame |
| Feature Engineering | Feature Transformation | DataFrame | DataFrame |
| Feature Engineering | Feature Selection | DataFrame | DataFrame |
| Wrangling | Merge / Join | 2× DataFrame | DataFrame |
| Wrangling | Concatenate | 2× DataFrame | DataFrame |
| Analytics | EDA | DataFrame | Analytics |
| Models | Any classifier | Split Data | Model |
| Models | Any regressor | Split Data | Model |
| Evaluation | Model Selector | Model | Model |
| Evaluation | Inference | Model + X Test | DataFrame |
| Evaluation | Evaluation | Y Test + Predictions | Metrics |