├── 10Model ├── Model.md ├── Model.pdf └── NNFS_version10.py ├── 11Evaluate ├── Evaluate.md ├── Evaluate.pdf └── NNFS_version11.py ├── 12Dataset ├── Dataset.md ├── Dataset.pdf └── NNFS_version12.py ├── 13SaveandLoadModel ├── NNFS_version13.py ├── SaveandLoadModel.md └── SaveandLoadModel.pdf ├── 1Dense Layer ├── Dense Layer.md ├── Dense Layer.pdf └── NNFS_version1.py ├── 2Activation ├── Activation.md ├── Activation.pdf └── NNFS_version2.py ├── 3Loss ├── Loss.md ├── Loss.pdf └── NNFS_version3.py ├── 4Backpropagation ├── Backpropagation.md ├── Backpropagation.pdf └── NNFS_version4.py ├── 5combineLossandActivation ├── NNFS_version5.py ├── combineLossandActivation.md └── combineLossandActivation.pdf ├── 6Optimizer ├── NNFS_version6.py ├── Optimizer.md └── Optimizer.pdf ├── 7L1andL2Regularization ├── L1andL2Regularization.md ├── L1andL2Regularization.pdf └── NNFS_version7.py ├── 8Dropout ├── Dropout.md ├── Dropout.pdf └── NNFS_version8.py ├── 9Regression ├── NNFS_version9.py ├── Regression.md └── Regression.pdf └── README.md /10Model/Model.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/10Model/Model.md -------------------------------------------------------------------------------- /10Model/Model.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/10Model/Model.pdf -------------------------------------------------------------------------------- /10Model/NNFS_version10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/10Model/NNFS_version10.py -------------------------------------------------------------------------------- /11Evaluate/Evaluate.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/11Evaluate/Evaluate.md -------------------------------------------------------------------------------- /11Evaluate/Evaluate.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/11Evaluate/Evaluate.pdf -------------------------------------------------------------------------------- /11Evaluate/NNFS_version11.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/11Evaluate/NNFS_version11.py -------------------------------------------------------------------------------- /12Dataset/Dataset.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/12Dataset/Dataset.md -------------------------------------------------------------------------------- /12Dataset/Dataset.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/12Dataset/Dataset.pdf -------------------------------------------------------------------------------- /12Dataset/NNFS_version12.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/12Dataset/NNFS_version12.py -------------------------------------------------------------------------------- /13SaveandLoadModel/NNFS_version13.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/13SaveandLoadModel/NNFS_version13.py -------------------------------------------------------------------------------- /13SaveandLoadModel/SaveandLoadModel.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/13SaveandLoadModel/SaveandLoadModel.md -------------------------------------------------------------------------------- /13SaveandLoadModel/SaveandLoadModel.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/13SaveandLoadModel/SaveandLoadModel.pdf -------------------------------------------------------------------------------- /1Dense Layer/Dense Layer.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/1Dense Layer/Dense Layer.md -------------------------------------------------------------------------------- /1Dense Layer/Dense Layer.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/1Dense Layer/Dense Layer.pdf -------------------------------------------------------------------------------- /1Dense Layer/NNFS_version1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/1Dense Layer/NNFS_version1.py -------------------------------------------------------------------------------- /2Activation/Activation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/2Activation/Activation.md -------------------------------------------------------------------------------- /2Activation/Activation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/2Activation/Activation.pdf -------------------------------------------------------------------------------- /2Activation/NNFS_version2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/2Activation/NNFS_version2.py -------------------------------------------------------------------------------- /3Loss/Loss.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/3Loss/Loss.md -------------------------------------------------------------------------------- /3Loss/Loss.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/3Loss/Loss.pdf -------------------------------------------------------------------------------- /3Loss/NNFS_version3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/3Loss/NNFS_version3.py -------------------------------------------------------------------------------- /4Backpropagation/Backpropagation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/4Backpropagation/Backpropagation.md -------------------------------------------------------------------------------- /4Backpropagation/Backpropagation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/4Backpropagation/Backpropagation.pdf -------------------------------------------------------------------------------- /4Backpropagation/NNFS_version4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/4Backpropagation/NNFS_version4.py -------------------------------------------------------------------------------- /5combineLossandActivation/NNFS_version5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/5combineLossandActivation/NNFS_version5.py -------------------------------------------------------------------------------- /5combineLossandActivation/combineLossandActivation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/5combineLossandActivation/combineLossandActivation.md -------------------------------------------------------------------------------- /5combineLossandActivation/combineLossandActivation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/5combineLossandActivation/combineLossandActivation.pdf -------------------------------------------------------------------------------- /6Optimizer/NNFS_version6.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/6Optimizer/NNFS_version6.py -------------------------------------------------------------------------------- /6Optimizer/Optimizer.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/6Optimizer/Optimizer.md -------------------------------------------------------------------------------- /6Optimizer/Optimizer.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/6Optimizer/Optimizer.pdf -------------------------------------------------------------------------------- /7L1andL2Regularization/L1andL2Regularization.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/7L1andL2Regularization/L1andL2Regularization.md -------------------------------------------------------------------------------- /7L1andL2Regularization/L1andL2Regularization.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/7L1andL2Regularization/L1andL2Regularization.pdf -------------------------------------------------------------------------------- /7L1andL2Regularization/NNFS_version7.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/7L1andL2Regularization/NNFS_version7.py -------------------------------------------------------------------------------- /8Dropout/Dropout.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/8Dropout/Dropout.md -------------------------------------------------------------------------------- /8Dropout/Dropout.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/8Dropout/Dropout.pdf -------------------------------------------------------------------------------- /8Dropout/NNFS_version8.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/8Dropout/NNFS_version8.py -------------------------------------------------------------------------------- /9Regression/NNFS_version9.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/9Regression/NNFS_version9.py -------------------------------------------------------------------------------- /9Regression/Regression.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/9Regression/Regression.md -------------------------------------------------------------------------------- /9Regression/Regression.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/9Regression/Regression.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HX-1234/Neural-Networks-from-Scratch-in-Python/HEAD/README.md --------------------------------------------------------------------------------