├── .gitignore ├── README.md ├── assets ├── comp_graph.png └── higher_order.png ├── autodiff ├── __init__.py ├── core │ ├── grad.py │ ├── high_level_ops.py │ ├── node.py │ ├── ops.py │ ├── reshape.py │ ├── utils.py │ └── wrappers.py └── visualization │ └── graph_visualization.py ├── examples ├── char_rnn.py ├── feedforward_mnist.py ├── higher_order_deriv_visualization.py ├── sample_text_for_generation.txt └── utils.py ├── setup.py └── tests ├── numerical_check.py ├── test_complete_graphs.py ├── test_convolution.py ├── test_einsum.py ├── test_matrix_ops.py ├── test_scalar_ops.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bgavran/autodiff/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bgavran/autodiff/HEAD/README.md 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