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parallel-processing

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Parallel processing with joblib for grid search and batch computations. Use when speeding up computationally intensive tasks across multiple CPU cores.

tasks/mars-clouds-clustering/environment/skills/parallel-processing/SKILL.md

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# Parallel Processing with joblib

Speed up computationally intensive tasks by distributing work across multiple CPU cores.

## Basic Usage

```python
from joblib import Parallel, delayed

def process_item(x):
    """Process a single item."""
    return x ** 2

# Sequential
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