├── .gitignore ├── LICENSE ├── README.md ├── dfc ├── EXPERIMENTS.rst ├── README.rst ├── datahandlers │ ├── README.rst │ ├── cifar10_data.py │ ├── data_utils.py │ ├── dataset.py │ ├── fashionmnist_data.py │ ├── mnist_auto_data.py │ ├── mnist_data.py │ └── student_teacher_data.py ├── main.py ├── networks │ ├── README.rst │ ├── bp_network.py │ ├── credit_assignment_functions.py │ ├── dfa_layer.py │ ├── dfa_network.py │ ├── dfc_layer.py │ ├── dfc_network.py │ ├── dfc_network_single_phase.py │ ├── dfc_network_utils.py │ ├── layer_interface.py │ ├── net_utils.py │ └── network_interface.py ├── run_bp.py ├── run_dfa.py ├── run_dfc.py ├── run_dfc_single_phase.py └── utils │ ├── README.rst │ ├── args.py │ ├── math_utils.py │ ├── optimizer_utils.py │ ├── plt_utils.py │ ├── sim_utils.py │ └── train_utils.py ├── dfc_environment.yml └── docs ├── README.md └── html ├── .buildinfo ├── _images ├── dfc.png └── math │ ├── 015755a22b6219b345c36a9a47b091dc56007486.png │ ├── 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c6a83888bdfb239145f479d0eb2e54a5bdb1b536.png │ ├── c77c0878a19a1f0aa54787865d41ff5aee4b8259.png │ ├── c7c03b522618e9dd8e5e8d0e8285e14cd8335d8b.png │ ├── c8dd7f3a82e3e23f79698e3c99bd6f44ef34cabb.png │ ├── cad3924e91985e2770e93b01172d7a655bbdefb6.png │ ├── cb2ae9a136a027892a584bf6c27ccf928614ad5f.png │ ├── cdb12961fec6c53b69e851112949ac43b5760357.png │ ├── d2d34c270410aacee74a261fa7f4dcb2b33fb338.png │ ├── d6d71463c8d21494e564279d8c51145cd3fe60bd.png │ ├── d90723cfbe9939a20b4b764bf12f26b9144e1cb7.png │ ├── dbda6fccf9e6df650eaf2bd7818edf407bf9b0e3.png │ ├── df6d8b87a81df9c87eec08cb28c85b7fd9516d61.png │ ├── e181daac991331622fc92f73422aad2fa21228a8.png │ ├── e48985136024b7cb7f95b251348694279b61fe54.png │ ├── e79753013d91bd09a880bcb400483d57d1e45746.png │ └── f6debfa5617fe793770015b967c5d5ab70ad9182.png ├── _modules ├── datahandlers │ ├── cifar10_data.html │ ├── data_utils.html │ ├── dataset.html │ ├── fashionmnist_data.html │ ├── mnist_auto_data.html │ ├── mnist_data.html │ └── student_teacher_data.html ├── index.html ├── main.html ├── networks │ ├── bp_network.html │ ├── credit_assignment_functions.html │ ├── dfa_layer.html │ ├── dfa_network.html │ ├── dfc_layer.html │ ├── dfc_network.html │ ├── dfc_network_single_phase.html │ ├── dfc_network_utils.html │ ├── layer_interface.html │ ├── net_utils.html │ └── network_interface.html └── utils │ ├── args.html │ ├── math_utils.html │ ├── optimizer_utils.html │ ├── plt_utils.html │ ├── sim_utils.html │ └── train_utils.html ├── _sources ├── datahandlers.rst.txt ├── index.rst.txt ├── main.rst.txt ├── networks.rst.txt └── utils.rst.txt ├── _static ├── alabaster.css ├── basic.css ├── custom.css ├── doctools.js ├── documentation_options.js ├── file.png ├── jquery-3.4.1.js ├── jquery.js ├── language_data.js ├── minus.png ├── plus.png ├── pygments.css ├── searchtools.js ├── underscore-1.3.1.js └── underscore.js ├── datahandlers.html ├── genindex.html ├── index.html ├── main.html ├── networks.html ├── objects.inv ├── 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