Module delta.ml

Module for machine learning given imagery data.

Expand source code
# Copyright © 2020, United States Government, as represented by the
# Administrator of the National Aeronautics and Space Administration.
# All rights reserved.
#
# The DELTA (Deep Earth Learning, Tools, and Analysis) platform is
# licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#        http://www.apache.org/licenses/LICENSE-2.0.
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

"""
Module for machine learning given imagery data.
"""

Sub-modules

delta.ml.config_parser

Functions to support loading custom ML-related objects from dictionaries specified in yaml files. Includes constructing custom neural networks and more.

delta.ml.io

Functions for IO specific to ML.

delta.ml.ml_config

Configuration options specific to machine learning.

delta.ml.predict

Module to run prediction according to learned neural networks on images.

delta.ml.train

Train neural networks.