Expand description
Feature extraction from raw data (text, images)
This module provides tools for extracting features from raw data such as text documents and images.
Re-exports§
pub use neural_simple as neural;pub use interaction::RadialBasisFunctions;pub use audio::*;pub use biological::*;pub use dict_learning::*;pub use engineering::*;pub use graph::*;pub use image::*;pub use image_advanced::*;pub use information_theory::*;pub use manifold::*;pub use neural::*;pub use signal_processing::*;pub use simd_ops::*;pub use text::*;pub use correlation_info_theory::*;pub use streaming_projection::*;pub use topological_features::*;
Modules§
- audio
- Auto-generated module structure
- basic_
features - Basic feature engineering utilities
- biological
- Biological sequence feature extraction
- correlation_
info_ theory - custom_
transformers - Custom transformers and advanced feature extraction
- dict_
learning - Dictionary learning and matrix factorization algorithms
- engineering
- Feature engineering utilities
- feature_
traits - Trait-based feature extraction framework
- graph
- Graph and network feature extraction utilities
- image
- Image feature extraction module
- image_
advanced - Advanced image feature extraction utilities
- information_
theory - Advanced information theory features
- interaction
- Interaction and kernel-based feature generation
- manifold
- Manifold learning integration and manifold-based feature extraction
- neural_
simple - Simple neural network feature extractors
- pipelines
- Feature extraction pipelines
- polynomial
- Polynomial and spline feature generation
- polynomial_
spline - Polynomial and spline feature transformations
- rbf_
methods - RBF and Kernel Approximation Methods
- signal_
processing - Comprehensive signal processing and feature extraction module
- simd_
image - SIMD-accelerated image processing operations
- simd_
ops - SIMD-optimized operations for feature extraction
- sketching_
sampling - Sketching and sampling feature engineering components
- statistical_
features - Statistical feature extraction
- streaming_
projection - temporal_
features - Temporal Feature Extraction
- text
- Text feature extraction utilities
- time_
series_ features - Time series feature extraction
- topological_
features - Topological Feature Engineering Components
- wavelet_
features - Wavelet and Time-Frequency Feature Extraction