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GitHub / dlcjfgmlnasa / NeuroNet
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dlcjfgmlnasa%2FNeuroNet
Stars: 8
Forks: 2
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 2.08 MB
Dependencies:
61
Created: 19 days ago
Updated: 6 days ago
Last pushed: 6 days ago
Last synced: 6 days ago
Topics: eeg, self-supervised-learning
Files
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Readme
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Dependencies
requirements.txt
pypi
- Jinja2 ==3.1.4
- MarkupSafe ==2.1.5
- PyYAML ==6.0.1
- certifi ==2024.2.2
- charset-normalizer ==3.3.2
- contourpy ==1.2.1
- cycler ==0.12.1
- decorator ==5.1.1
- einops ==0.8.0
- filelock ==3.14.0
- fonttools ==4.51.0
- fsspec ==2024.3.1
- huggingface-hub ==0.23.0
- idna ==3.7
- importlib_resources ==6.4.0
- joblib ==1.4.2
- kiwisolver ==1.4.5
- lazy_loader ==0.4
- mamba-ssm ==1.2.0.post1
- matplotlib ==3.8.4
- mne ==1.7.0
- mpmath ==1.3.0
- networkx ==3.2.1
- ninja ==1.11.1.1
- numpy ==1.26.4
- nvidia-cublas-cu12 ==12.1.3.1
- nvidia-cuda-cupti-cu12 ==12.1.105
- nvidia-cuda-nvrtc-cu12 ==12.1.105
- nvidia-cuda-runtime-cu12 ==12.1.105
- nvidia-cudnn-cu12 ==8.9.2.26
- nvidia-cufft-cu12 ==11.0.2.54
- nvidia-curand-cu12 ==10.3.2.106
- nvidia-cusolver-cu12 ==11.4.5.107
- nvidia-cusparse-cu12 ==12.1.0.106
- nvidia-nccl-cu12 ==2.19.3
- nvidia-nvjitlink-cu12 ==12.4.127
- nvidia-nvtx-cu12 ==12.1.105
- packaging ==24.0
- pillow ==10.3.0
- platformdirs ==4.2.1
- pooch ==1.8.1
- pyparsing ==3.1.2
- python-dateutil ==2.9.0.post0
- regex ==2024.5.10
- requests ==2.31.0
- safetensors ==0.4.3
- scikit-learn ==1.4.2
- scipy ==1.13.0
- six ==1.16.0
- sympy ==1.12
- threadpoolctl ==3.5.0
- timm ==0.9.16
- tokenizers ==0.19.1
- torch ==2.2.2
- torchvision ==0.17.2
- tqdm ==4.66.4
- transformers ==4.40.2
- triton ==2.2.0
- typing_extensions ==4.11.0
- urllib3 ==2.2.1
- zipp ==3.18.1