mindsdb/type_infer
Type inference for Machine Learning pipelines
When preparing data for machine learning, this tool automatically determines the most suitable data type for each column in your dataset. It takes your raw tabular data and intelligently classifies columns—like identifying date strings as timestamps or integer columns with few unique values as categories—providing a refined dataset ready for ML models. Data scientists and machine learning engineers use this to streamline their data preparation.
Use this if you need to quickly and accurately infer optimal data types for columns in tabular datasets before feeding them into machine learning models.
Not ideal if you prefer to manually define every data type, or if your primary need is data validation rather than ML-specific type inference.
Stars
25
Forks
9
Language
Python
License
GPL-3.0
Category
Last pushed
Dec 01, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/mindsdb/type_infer"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.