tfhelper

The collection of helper functions to train tensorflow models.

Free software: 3-clause BSD license
Documentation: (COMING SOON!) https://st3107.github.io/tfhelper.

Reference

Habanero

https://confluence.columbia.edu/confluence/display/rcs/Habanero+-+Submitting+Jobs

Tensorflow

https://www.tensorflow.org/guide

Set up jupyter on habenero

https://github.com/taneugene/hpc_jupyter_setup

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
.github/workflows		.github/workflows
docs		docs
tfhelper		tfhelper
.codecov.yml		.codecov.yml
.coveragerc		.coveragerc
.flake8		.flake8
.gitattributes		.gitattributes
.gitignore		.gitignore
00_test_gpu.ipynb		00_test_gpu.ipynb
01_test_logistic_regression.ipynb		01_test_logistic_regression.ipynb
02_export_data_in_numpy.ipynb		02_export_data_in_numpy.ipynb
03_run_logistic_regression.ipynb		03_run_logistic_regression.ipynb
04_run_full_connected_layers.ipynb		04_run_full_connected_layers.ipynb
05_run_convolutional_network.ipynb		05_run_convolutional_network.ipynb
06_logistic_regression.ipynb		06_logistic_regression.ipynb
07_convolutional_network_1.ipynb		07_convolutional_network_1.ipynb
08_convolutional_network_2.ipynb		08_convolutional_network_2.ipynb
09_evaluation_and_summary.ipynb		09_evaluation_and_summary.ipynb
10_logistic_regression.ipynb		10_logistic_regression.ipynb
11_convolutional_network_2.ipynb		11_convolutional_network_2.ipynb
12_convolutional_network_2.ipynb		12_convolutional_network_2.ipynb
13_convolutional_network_3.ipynb		13_convolutional_network_3.ipynb
14_convolutional_network_2.ipynb		14_convolutional_network_2.ipynb
15_convolutional_network_4.ipynb		15_convolutional_network_4.ipynb
16_convolutional_network_5.ipynb		16_convolutional_network_5.ipynb
17_evaluation_and_summary.ipynb		17_evaluation_and_summary.ipynb
18_create_a_big_xarray_data.ipynb		18_create_a_big_xarray_data.ipynb
19_cnn4_fc4_run_xarray_data.ipynb		19_cnn4_fc4_run_xarray_data.ipynb
20_cnn4_fc4_analysis.ipynb		20_cnn4_fc4_analysis.ipynb
21_create_a_new_big_dataset.ipynb		21_create_a_new_big_dataset.ipynb
AUTHORS.rst		AUTHORS.rst
CONTRIBUTING.rst		CONTRIBUTING.rst
LICENSE		LICENSE
MANIFEST.in		MANIFEST.in
README.rst		README.rst
core.31326		core.31326
requirements-dev.txt		requirements-dev.txt
requirements-docs.txt		requirements-docs.txt
requirements.txt		requirements.txt
rever.xsh		rever.xsh
run_tensorboard		run_tensorboard
setup.cfg		setup.cfg
setup.py		setup.py
test-env.yaml		test-env.yaml
test_gpu.py		test_gpu.py
train-env.yaml		train-env.yaml
versioneer.py		versioneer.py

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