├── 2021年《模式识别与机器学习》课程设计任务书.docx ├── BCI ├── BCI.ipynb ├── RBF_CPU.py └── RBF_GPU.py ├── NN ├── Photon │ ├── DenseNet.py │ ├── Model.py │ ├── ResidualModel.py │ ├── __init__.py │ ├── layers.py │ ├── optimizers.py │ ├── train.ipynb │ └── utils.py └── 拿来对比的.ipynb ├── README.md ├── requirements.txt ├── 分类指标.ipynb └── 机器学习课设要求.md /2021年《模式识别与机器学习》课程设计任务书.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/2021年《模式识别与机器学习》课程设计任务书.docx -------------------------------------------------------------------------------- /BCI/BCI.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/BCI/BCI.ipynb -------------------------------------------------------------------------------- /BCI/RBF_CPU.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/BCI/RBF_CPU.py -------------------------------------------------------------------------------- /BCI/RBF_GPU.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/BCI/RBF_GPU.py -------------------------------------------------------------------------------- /NN/Photon/DenseNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/DenseNet.py -------------------------------------------------------------------------------- /NN/Photon/Model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/Model.py -------------------------------------------------------------------------------- /NN/Photon/ResidualModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/ResidualModel.py -------------------------------------------------------------------------------- /NN/Photon/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /NN/Photon/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/layers.py -------------------------------------------------------------------------------- /NN/Photon/optimizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/optimizers.py -------------------------------------------------------------------------------- /NN/Photon/train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/train.ipynb -------------------------------------------------------------------------------- /NN/Photon/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/Photon/utils.py -------------------------------------------------------------------------------- /NN/拿来对比的.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/NN/拿来对比的.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/README.md -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | cupy 2 | numpy 3 | matplotlib 4 | tensorflow 5 | sklearn -------------------------------------------------------------------------------- /分类指标.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/分类指标.ipynb -------------------------------------------------------------------------------- /机器学习课设要求.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tworan/CSU-ML-Inclass-Project/HEAD/机器学习课设要求.md --------------------------------------------------------------------------------