v3.0 Dataset — Numerai Signals

Signals v3.0 was released in August 2026. It adds target_jupiter_20 and target_jupiter_60, makes target an alias for target_jupiter_60, expands the neutralizer to 300 columns, and no longer includes sample weights.

train.parquet

Historical features and targets for training. The target column is an alias for target_jupiter_60.

train_neutralizer.parquet

The 300-column neutralizer matrix for training eras. Use it to calculate v3 neutralized scores or train a neutralization-aware model.

validation.parquet

Historical features and targets for validation. This expands weekly; recent rows can have null 60-day targets until their returns mature.

validation_neutralizer.parquet

The 300-column neutralizer matrix for validation eras.

validation_example_preds.csv

Example predictions for validation data in CSV format.

validation_example_preds.parquet

Example predictions for validation data in Parquet format.

live.parquet

The current live universe and features for generating a submission. This changes daily.

live_neutralizer.parquet

The 300-column neutralizer matrix for the current live data.

live_example_preds.csv

Example predictions for the current live data in CSV format.

live_example_preds.parquet

Example predictions for the current live data in Parquet format.