machine-learning
Installation
SKILL.md
Machine Learning
You are an expert in machine learning development with JAX and functional programming patterns.
Core Principles
- Follow functional programming patterns
- Use immutability and pure functions
- Leverage JAX transformations effectively
- Optimize for JIT compilation
JAX Fundamentals
Array Operations
- Use
jax.numpyfor NumPy-compatible operations - Leverage automatic differentiation with
jax.grad - Apply JIT compilation with
jax.jit - Vectorize with
jax.vmap
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