├── .gitignore ├── p0.py ├── p1 gradient descent.py ├── p2 origin SGD.py ├── p3 minibatch SGD.py ├── p4 momentum SGD.py ├── p4 momentum.py ├── p5 Nesterov momentum.py ├── p6 adagrad.py ├── p7 adadelta.py ├── p8 adam.py └── readme.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/.gitignore -------------------------------------------------------------------------------- /p0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p0.py -------------------------------------------------------------------------------- /p1 gradient descent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p1 gradient descent.py -------------------------------------------------------------------------------- /p2 origin SGD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p2 origin SGD.py -------------------------------------------------------------------------------- /p3 minibatch SGD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p3 minibatch SGD.py -------------------------------------------------------------------------------- /p4 momentum SGD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p4 momentum SGD.py -------------------------------------------------------------------------------- /p4 momentum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p4 momentum.py -------------------------------------------------------------------------------- /p5 Nesterov momentum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p5 Nesterov momentum.py -------------------------------------------------------------------------------- /p6 adagrad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p6 adagrad.py -------------------------------------------------------------------------------- /p7 adadelta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p7 adadelta.py -------------------------------------------------------------------------------- /p8 adam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/p8 adam.py -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsycnh/mlbasic/HEAD/readme.md --------------------------------------------------------------------------------