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MuzzammilShah
/
NeuralNetworks-Micrograd-Implementation
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0
PyTorch
English
micrograd
autograd
backpropagation
neural-networks
andrej-karpathy
License:
mit
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xet
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525fbd4
NeuralNetworks-Micrograd-Implementation
1.78 MB
1 contributor
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3 commits
MuzzammilShah
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.gitattributes
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6 months ago
1-derivative-simple-function.ipynb
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2-derivative-function-with-multiple-inputs.ipynb
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3-value-object.ipynb
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3_1-graph-visualisation.ipynb
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4_0_manual_backpropagation_simpleExpression.ipynb
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4_1_manual_backpropagation_simpleExpression.ipynb
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4_2_manual_backpropagation_simpleExpression.ipynb
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5_optimization_single_step_preview.ipynb
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6_0_backpropagation_neuron.ipynb
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6_1_backpropagation_neuron_manual_calculation.ipynb
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7_0_backward_func_each_operation.ipynb
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7_1_backward_func_entire_graph.ipynb
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8_handling_onenode_used_multiple_times.ipynb
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9_expanding_tanh_into_more_operations.ipynb
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README.md
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x10_implementing_in_pytorch.ipynb
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x11_creating_a_multi_layer_perceptron.ipynb
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x12_creating_a_loss_function.ipynb
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x13_collecting_all_parameters_in_NN.ipynb
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x14_manual_gradient_descent_optimization.ipynb
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