Build your first ML model using the Plexe Python library in minutes.
plexe
library, define a model using natural language, build it using your data, and make predictions.
plexe
library using pip. You can choose between a standard installation, a lightweight version (without deep learning dependencies), or include all optional dependencies.
openai/gpt-4o-mini
if no provider is specified.
housing_data.csv
with features like square_footage
, bedrooms
, bathrooms
, and a target column price
.
plexe
library and create a Model
instance. Define your goal using the intent
parameter. You can also specify input and output schemas, though Plexe can often infer them.
build
process involves multiple steps orchestrated by AI agents: planning, code generation, execution, analysis, and potentially fixing code. Enabling chain_of_thought=True
provides verbose output showing these steps.READY
, you can use the predict
method.
plexe
library. Explore the other tutorials and guides to learn about more advanced features.