wenrh2004/deeplearnframework

Deep Learn Framework

by KingYen.
form QIT Software Studio

The project tree

.
├── README.md
├── __pycache__
│   ├── function.cpython-311.pyc
│   ├── utils.cpython-311.pyc
│   └── variable.cpython-311.pyc
├── environment.yaml
├── function.py
├── main.py
├── tests
│   ├── __pycache__
│   │   └── test_square.cpython-311.pyc
│   └── test_square.py
├── utils.py
└── variable.py

Get Start

Environment preparation

1. Make sure you have configured your 'Anaconda' environment
2. run it

   conda env create -f environment.yaml

3. Write the main file, such as this file

   from function import square, exp
   from variable import Variable
   
   x = Variable(0.5)
   y = square(exp(square(x)))
   y.backward()
   print(x.grad)

4. Run main.go

   python main.py

5. Run the unit test

   python -m unittest discover tests