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.