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astrodata documentation

astrodata documentation

Getting Started

Introduction
Getting Started

Tutorial

data
pre-machine learning
machine learning
tracking
- git
- DVC
- Model Tracking
Configuration Reference
Extending astrodata

Python API

astrodata.data package
- astrodata.data.loaders package
- astrodata.data.processors package
astrodata.preml package
- astrodata.preml.processors package
astrodata.ml package
astrodata.tracking package

Python Examples

astrotaxi/0_astrotaxi_example.py
astrotaxi/step1_data_import.py
astrotaxi/step2_preml.py
astrotaxi/step3_ml.py
data/1_data_example.py
data/2_preml_example.py
data/3_torch_data.py
data/4_tensorflow_data.py
data/utils.py
ml/10_2_pytorch_hp_example_mlflow.py
ml/10_pytorch_hp_example.py
ml/11_pytorch_mlflow_example.py
ml/12_pytorch_freeze_train.py
ml/13_pytorch_resnet18.py
ml/14_pytorch_save_example.py
ml/15_tensorflow_example.py
ml/16_tensorflow_gs_example.py
ml/17_tensorflow_hp_example.py
ml/18_tensorflow_mlflow_example.py
ml/19_tensorflow_freeze_train.py
ml/1_sklearn_example.py
ml/2_multimodel_example.py
ml/3_1_gridsearch_parallel_example.py
ml/3_2_gridsearch_parallel_comparison.py
ml/3_gridsearch_example.py
ml/4_1_hyperopt_parallel_example.py
ml/4_hyperopt_example.py
ml/5_mlflow_simple_example.py
ml/6_mlflow_gs_example.py
ml/7_mlflow_hp_example.py
ml/8_pytorch_example.py
ml/9_pytorch_gs_example.py
real_world/fits_ml.py
real_world/pytorch_galaxyMNIST.py
real_world/tensorflow_galaxyMNIST.py
real_world/testdata/data_load.py

astrodata.data.processors package¶

Submodules¶

astrodata.data.processors.base module¶

astrodata.data.processors.common module¶

Module contents¶

astrodata.preml package

astrodata.data.loaders package

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astrodata.data.processors package