Help on package peak_finder:
NAME peak_finder - Peak Finder
DESCRIPTION
A library for finding, fitting to, and tracking Lorentzian peaks from RUS or
other measurements. Tutorials and examples are available at the
wiki <https://github.com/GabePoel/ML-Peak-Tracker/wiki>
_.
Documentation
-------------
There is some documentation available at th wiki. But, the most fine grained
information is available as docstrings provided within the code itself.
Both the wiki and docstrings assume that `utilities` is imported as `util` and
that `automatic` is imported as `auto`. Everything else is assumed to be
imported as a two letter initialism. For example, the `live_fitting`
subpackage would be imported as `lf`.
Frontend Subpackages
--------------------
automatic
Quick and dirty machine learning models with little configurability.
automatic_no_ml
An alternative version of `automatic` for when TensorFlow isn't updated.
live_fitting
Interactive tools for fitting over imported RUS data.
sliding_window
More detailed API for peak detecting machine learning models.
utilities
Core general purpose tools for loading/saving and manipulating RUS data.
Backend Subpackages
-------------------
background_removal
Experimental techniques to remove background Lorentzians.
classify_data
Handling of data pre-processing.
data_spy
Tools for taking a quick little peak at confusing data.
efficient_data_generation
Alternative tools to create large amounts of training data quickly.
fit_lorentz
Backend for custom fitting to different types of Lorentzians.
generate_data
Scripts to generate complete data sets used for training.
generate_lorentz
Scripts to generate Lorentzians used to train machine learning models.
models
Definitions of existing machine learning models.
track_peaks
Automatic peak tracking given initial parameters. The original method.
train_model
Scripts to automatically train default machine learning models.
PACKAGE CONTENTS automatic automatic_no_ml background_removal classify_data data_spy efficient_data_generation fit_lorentz generate_data generate_lorentz live_fitting (package) models scripts (package) sliding_window track_peaks train_model trained_models (package) utilities (package)
FILE /var/home/gabriel/Documents/GitHub/ML-Peak-Tracker/peak_finder/init.py