hyperspectral-autoencoders
Tools for training and using unsupervised autoencoders and supervised deep learning classifiers for hyperspectral data.
파일 탐색기
최종 버전 다운로드 (.zip)- __init__.py
- autoencoder.py
- classifier.py
- data.py
- network_ops.py
- modules.doctree
- ex_ae.doctree
- ex_ae_adv_train.doctree
- ex_ae_basic.doctree
- ex_ae_basic_test.doctree
- ex_ae_basic_train.doctree
- ex_ae_cnn_train.doctree
- ex_ae_conv_train.doctree
- ex_ae_sid_train.doctree
- ex_clf.doctree
- ex_clf_cnn_train.doctree
- mod_ae.doctree
- ex_ae.doctree
- ex_clf_cnn_train.doctree
- get_started_ae.doctree
- get_started_clf.doctree
- api.doctree
- data.doctree
- mod_ae.doctree
- mod_ae_cnn.doctree
- mod_ae_mlp.doctree
- mod_clf.doctree
- mod_clf_cnn.doctree
- mod_data.doctree
- mod_data_hypimg.doctree
- mod_data_iter.doctree
- api.doctree
- citing.doctree
- contact.doctree
- examples.doctree
- get_started.doctree
- index.doctree
- installation.doctree
- related_pubs.doctree
- deephyp.doctree
- environment.pickle
- index.doctree
- modules.doctree
- classification_pred.png
- cnn_latent_space.png
- diagram.png
- autoencoder.html
- classifier.html
- data.html
- network_ops.html
- index.html
- modules.rst.txt
- ex_ae.rst.txt
- ex_ae_adv_train.rst.txt
- ex_ae_basic.rst.txt
- ex_ae_basic_test.rst.txt
- ex_ae_basic_train.rst.txt
- ex_ae_cnn_train.rst.txt
- ex_ae_conv_train.rst.txt
- ex_ae_sid_train.rst.txt
- ex_clf.rst.txt
- ex_clf_cnn_train.rst.txt
- mod_ae.rst.txt
- ex_ae.rst.txt
- ex_clf_cnn_train.rst.txt
- get_started_ae.rst.txt
- get_started_clf.rst.txt
- api.rst.txt
- data.rst.txt
- mod_ae.rst.txt
- mod_ae_cnn.rst.txt
- mod_ae_mlp.rst.txt
- mod_clf.rst.txt
- mod_clf_cnn.rst.txt
- mod_data.rst.txt
- mod_data_hypimg.rst.txt
- mod_data_iter.rst.txt
- api.rst.txt
- citing.rst.txt
- contact.rst.txt
- examples.rst.txt
- get_started.rst.txt
- index.rst.txt
- installation.rst.txt
- related_pubs.rst.txt
- deephyp.rst.txt
- index.rst.txt
- modules.rst.txt
- badge_only.css
- theme.css
- lato-bold.eot
- lato-bold.ttf
- lato-bold.woff
- lato-bold.woff2
- lato-bolditalic.eot
- lato-bolditalic.ttf
- lato-bolditalic.woff
- lato-bolditalic.woff2
- lato-italic.eot
- lato-italic.ttf
- lato-italic.woff
- lato-italic.woff2
- lato-regular.eot
- lato-regular.ttf
- lato-regular.woff
- lato-regular.woff2
- roboto-slab-v7-bold.eot
- roboto-slab-v7-bold.ttf
- roboto-slab-v7-bold.woff
- roboto-slab-v7-bold.woff2
- roboto-slab-v7-regular.eot
- roboto-slab-v7-regular.ttf
- roboto-slab-v7-regular.woff
- roboto-slab-v7-regular.woff2
- fontawesome-webfont.eot
- fontawesome-webfont.svg
- fontawesome-webfont.ttf
- fontawesome-webfont.woff
- fontawesome-webfont.woff2
- Inconsolata-Bold.ttf
- Inconsolata-Regular.ttf
- Inconsolata.ttf
- Lato-Bold.ttf
- Lato-Regular.ttf
- RobotoSlab-Bold.ttf
- RobotoSlab-Regular.ttf
- modernizr.min.js
- theme.js
- ajax-loader.gif
- alabaster.css
- basic.css
- classic.css
- comment-bright.png
- comment-close.png
- comment.png
- custom.css
- doctools.js
- documentation_options.js
- down-pressed.png
- down.png
- file.png
- jquery-3.2.1.js
- jquery.js
- language_data.js
- minus.png
- plus.png
- pygments.css
- searchtools.js
- sidebar.js
- underscore-1.3.1.js
- underscore.js
- up-pressed.png
- up.png
- websupport.js
- modules.html
- ex_ae.html
- ex_ae_adv_train.html
- ex_ae_basic.html
- ex_ae_basic_test.html
- ex_ae_basic_train.html
- ex_ae_cnn_train.html
- ex_ae_conv_train.html
- ex_ae_sid_train.html
- ex_clf.html
- ex_clf_cnn_train.html
- mod_ae.html
- ex_ae.html
- ex_clf_cnn_train.html
- get_started_ae.html
- get_started_clf.html
- api.html
- data.html
- mod_ae.html
- mod_ae_cnn.html
- mod_ae_mlp.html
- mod_clf.html
- mod_clf_cnn.html
- mod_data.html
- mod_data_hypimg.html
- mod_data_iter.html
- api.html
- citing.html
- contact.html
- examples.html
- get_started.html
- index.html
- installation.html
- related_pubs.html
- .buildinfo
- .DS_Store
- .nojekyll
- deephyp.html
- genindex.html
- index.html
- modules.html
- objects.inv
- py-modindex.html
- search.html
- searchindex.js
- ex_ae.doctree
- ex_ae_adv_train.doctree
- ex_ae_basic_train.doctree
- ex_ae_cnn_train.doctree
- ex_ae_sid_train.doctree
- ex_clf.doctree
- ex_clf_cnn_train.doctree
- get_started_ae.doctree
- get_started_clf.doctree
- mod_ae.doctree
- mod_ae_cnn.doctree
- mod_ae_mlp.doctree
- mod_clf.doctree
- mod_clf_cnn.doctree
- mod_data.doctree
- mod_data_hypimg.doctree
- mod_data_iter.doctree
- api.doctree
- citing.doctree
- contact.doctree
- examples.doctree
- get_started.doctree
- installation.doctree
- related_pubs.doctree
- deephyp.doctree
- environment.pickle
- index.doctree
- modules.doctree
- classification_pred.png
- cnn_latent_space.png
- diagram.png
- autoencoder.html
- classifier.html
- data.html
- network_ops.html
- index.html
- ex_ae.rst.txt
- ex_ae_adv_train.rst.txt
- ex_ae_basic_train.rst.txt
- ex_ae_cnn_train.rst.txt
- ex_ae_sid_train.rst.txt
- ex_clf.rst.txt
- ex_clf_cnn_train.rst.txt
- get_started_ae.rst.txt
- get_started_clf.rst.txt
- mod_ae.rst.txt
- mod_ae_cnn.rst.txt
- mod_ae_mlp.rst.txt
- mod_clf.rst.txt
- mod_clf_cnn.rst.txt
- mod_data.rst.txt
- mod_data_hypimg.rst.txt
- mod_data_iter.rst.txt
- api.rst.txt
- citing.rst.txt
- contact.rst.txt
- examples.rst.txt
- get_started.rst.txt
- installation.rst.txt
- related_pubs.rst.txt
- deephyp.rst.txt
- index.rst.txt
- modules.rst.txt
- badge_only.css
- theme.css
- lato-bold.eot
- lato-bold.ttf
- lato-bold.woff
- lato-bold.woff2
- lato-bolditalic.eot
- lato-bolditalic.ttf
- lato-bolditalic.woff
- lato-bolditalic.woff2
- lato-italic.eot
- lato-italic.ttf
- lato-italic.woff
- lato-italic.woff2
- lato-regular.eot
- lato-regular.ttf
- lato-regular.woff
- lato-regular.woff2
- roboto-slab-v7-bold.eot
- roboto-slab-v7-bold.ttf
- roboto-slab-v7-bold.woff
- roboto-slab-v7-bold.woff2
- roboto-slab-v7-regular.eot
- roboto-slab-v7-regular.ttf
- roboto-slab-v7-regular.woff
- roboto-slab-v7-regular.woff2
- fontawesome-webfont.eot
- fontawesome-webfont.svg
- fontawesome-webfont.ttf
- fontawesome-webfont.woff
- fontawesome-webfont.woff2
- Inconsolata-Bold.ttf
- Inconsolata-Regular.ttf
- Inconsolata.ttf
- Lato-Bold.ttf
- Lato-Regular.ttf
- RobotoSlab-Bold.ttf
- RobotoSlab-Regular.ttf
- modernizr.min.js
- theme.js
- ajax-loader.gif
- basic.css
- classic.css
- comment-bright.png
- comment-close.png
- comment.png
- doctools.js
- documentation_options.js
- down-pressed.png
- down.png
- file.png
- jquery-3.2.1.js
- jquery.js
- language_data.js
- minus.png
- plus.png
- pygments.css
- searchtools.js
- sidebar.js
- underscore-1.3.1.js
- underscore.js
- up-pressed.png
- up.png
- websupport.js
- ex_ae.html
- ex_ae_adv_train.html
- ex_ae_basic_train.html
- ex_ae_cnn_train.html
- ex_ae_sid_train.html
- ex_clf.html
- ex_clf_cnn_train.html
- get_started_ae.html
- get_started_clf.html
- mod_ae.html
- mod_ae_cnn.html
- mod_ae_mlp.html
- mod_clf.html
- mod_clf_cnn.html
- mod_data.html
- mod_data_hypimg.html
- mod_data_iter.html
- api.html
- citing.html
- contact.html
- examples.html
- get_started.html
- installation.html
- related_pubs.html
- .buildinfo
- .nojekyll
- deephyp.html
- genindex.html
- index.html
- modules.html
- objects.inv
- py-modindex.html
- search.html
- searchindex.js
- .DS_Store
- ex_ae.rst
- ex_ae_adv_train.rst
- ex_ae_basic_train.rst
- ex_ae_cnn_train.rst
- ex_ae_sid_train.rst
- ex_clf.rst
- ex_clf_cnn_train.rst
- .DS_Store
- classification_pred.png
- cnn_latent_space.png
- get_started_ae.rst
- get_started_clf.rst
- mod_ae.rst
- mod_ae_cnn.rst
- mod_ae_mlp.rst
- mod_clf.rst
- mod_clf_cnn.rst
- mod_data.rst
- mod_data_hypimg.rst
- mod_data_iter.rst
- .DS_Store
- api.rst
- citing.rst
- contact.rst
- examples.rst
- get_started.rst
- installation.rst
- related_pubs.rst
- .DS_Store
- conf.py
- deephyp.rst
- diagram.png
- index.rst
- modules.rst
- .DS_Store
- Makefile
- update_doc
- ae_cnn_config.json
- ae_mlp_config.json
- clf_cnn_config.json
- .keep
- .keep
- autoencoder_test_CNN_vs_MLP.py
- autoencoder_test_MLP_advanced.py
- autoencoder_test_MLP_basic.py
- autoencoder_test_MLP_sid.py
- autoencoder_train_CNN_vs_MLP.py
- autoencoder_train_MLP_advanced.py
- autoencoder_train_MLP_basic.py
- autoencoder_train_MLP_sid.py
- classifier_test_CNN_basic.py
- classifier_train_CNN_basic.py
- utils.py
- classification_pred.png
- cnn_latent_space.png
- diagram.png
- mlp_latent_space.png
- LICENSE
- README.md
- requirements.txt
- setup.py
# 설치 가이드
1. 코드 내려받기
git clone https://github.com/lloydwindrim/hyperspectral-autoencoders
깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.
cd hyperspectral-autoencoders
방금 내려받은 프로젝트 폴더 안으로 이동합니다.
2. 공식 설치 스크립트
쉬움 추천사전 준비물
- Python 3 pip 명령어를 쓰려면 Python이 필요합니다.
pip install deephyp
PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.
설치 후 새 터미널을 열고, 프로그램의 버전 확인 명령(예: --version)으로 정상 설치됐는지 확인하세요.
이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.
3. Python
쉬움사전 준비물
pip install deephyp
PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.
pip install -r requirements.txt
requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.
에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.
이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.
// repository documentation
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