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A collection of scripts and notebooks to help you get started quickly.

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I am referring to [this line](https://github.com/numerai/example-scripts/blob/91de57a9099e02fed630b08f68935a6e03e2b3e9/example_model_sunshine.py#L102). I believe the median value of the features should be computed on a per-era basis to avoid introducing biases.

When for example `pred_target_janet_v4_20` is the `best_pred_col` variable. Than its unfindable in the validation_data at: `validation_data["prediction"] = validation_data[best_pred_col].rank(pct=True)`. This is because here the column is defined as: `pred_target_janet_v4_20_downsample(x)`. Here is...

Hi, your project example-scripts requires "halo==0.0.31" in its dependency. After analyzing the source code, we found that some other versions of halo can also be suitable without affecting your project,...

In today’s fast-paced and often stressful world, more people are turning to natural healing and wellness tools to regain balance, focus, and inner peace. Among the most popular tools are...

Replace hardcoded `v4.3` references with the `DATA_VERSION` variable in meta_model download operations across hello_numerai, feature_neutralization, and target_ensemble notebooks. I also removed `round_num=842` since it was hardcoded. Let me know if...

Current imports conflict with the colab's built in packages. Error log: ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is...