# nums-ai/causilo

> A pretrained tabular foundation model from Nums AI for classification and regression with a scikit-learn-compatible API. Works with NumPy and pandas, supports categorical features and missing values.

- Magnitude: 0.0 out of 10 — Steady
- Stars: 97 total · +0 stars on 2026-09-29 (UTC)
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-09-13 · Last push: 2026-09-17
- GitHub: https://github.com/nums-ai/causilo · Page: https://gitnova.dev/en/r/nums-ai/causilo

## Useful for

- Fit CausiloClassifier on a table with categorical features and get class probabilities
- Benchmark Causilo against TabPFN and TabICL on your own tabular datasets
- Save a fitted model with joblib and restore it for repeated predictions

## Why it’s here

- The repository is 16 days old and already has 97 stars.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2
- Issues and pull requests: 8
- Watchers: 0
- Average over the last week: 1 per day
- Usual pace: 5 per day
- Latest release: v1.0.2 (2026-09-17)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 13 days

09-17 1.7, 09-18 1.0, 09-19 1.1, 09-20 1.0, 09-21 0.9, 09-22 0.7, 09-23 0.9, 09-24 0.9, 09-25 0.9, 09-26 0.0, 09-27 0.0, 09-28 0.0, 09-29 0.0

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-29 23:45 UTC, updated every 30 minutes.