senior-data-scientist
World-class data science skill for statistical modeling, experimentation
by davila7Free
Description
senior-data-scientist is an agent skill from the davila7 claude-code-templates collection, listed on skills.sh. It is a data science toolkit for statistical modelling, experimentation, causal inference and advanced analytics. The description names expertise in Python, including NumPy and Pandas. The skill works through three scripts. The experiment designer, run as python scripts/experiment_designer.py with an input folder and an output folder, helps plan an experiment. The feature engineering pipeline, run as python scripts/feature_engineering_pipeline.py against a project, builds features for a model. The model evaluation suite, run as python scripts/model_evaluation_suite.py with a configuration file, evaluates a model. The skill calls itself a production-grade toolkit and includes a quick start and a list of its main capabilities. It is for data scientists who run experiments, build features and evaluate models, and who want a repeatable process for each step rather than a set of one-off notebooks.…
Highlights
- Experiment designer script
- Feature engineering pipeline script
- Model evaluation suite script
- Statistics, causal inference and experimentation
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senior-data-scientist FAQ
What does the senior-data-scientist skill do?
It provides scripts for designing experiments, building features and evaluating models, along with guidance on statistics and causal inference.
How do I install it?
Run: npx skills add https://github.com/davila7/claude-code-templates --skill senior-data-scientist
Which scripts are included?
experiment_designer.py, feature_engineering_pipeline.py and model_evaluation_suite.py.
Which Python libraries does it name?
NumPy and Pandas, among others, according to the description.
Has it been checked for security?
skills.sh lists three audits: Gen Agent Trust Hub Pass, Socket Pass and Snyk Pass.
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