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GitHub / ben-hawks / pytorch-jet-classify
Pytorch implementation of the HLS4ML 3 Layer Jet Tagging model, including a standard Pytorch (float) and a Quantized (via Xilinx's Brevitas library) implementation. designed for use with the HLS4ML LHC Jet dataset (100 particles): https://zenodo.org/record/3602254
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ben-hawks%2Fpytorch-jet-classify
Stars: 8
Forks: 7
Open Issues: 7
License: None
Language: Python
Repo Size: 223 KB
Dependencies:
54
Created: almost 4 years ago
Updated: about 1 year ago
Last pushed: 9 months ago
Last synced: 9 months ago
Files
Dependencies
- Jinja2 ==2.11.3
- MarkupSafe ==1.1.1
- Pillow ==9.0.1
- PyYAML ==5.4
- SoundFile ==0.10.3.post1
- appdirs ==1.4.4
- audioread ==2.1.8
- ax-platform ==0.1.14
- botorch ==0.3.1
- cachetools ==4.1.1
- certifi ==2020.6.20
- cffi ==1.14.3
- chardet ==3.0.4
- cycler ==0.10.0
- decorator ==4.4.2
- dependencies ==2.0.1
- docrep ==0.2.7
- future ==0.18.2
- gpytorch ==1.2.0
- h5pickle ==0.4.2
- h5py ==2.10.0
- idna ==2.10
- joblib ==0.15.1
- kiwisolver ==1.2.0
- librosa ==0.8.0
- llvmlite ==0.34.0
- matplotlib ==3.2.1
- numba ==0.51.2
- numpy ==1.21.0
- packaging ==20.4
- pandas ==1.0.3
- plotly ==4.10.0
- pooch ==1.2.0
- pycparser ==2.20
- pyparsing ==2.4.7
- python-dateutil ==2.8.1
- pytz ==2020.1
- requests ==2.24.0
- resampy ==0.2.2
- retrying ==1.3.3
- scikit-learn ==0.23.1
- scipy ==1.4.1
- seaborn ==0.10.1
- six ==1.15.0
- sklearn ==0.0
- thop ==0.0.31.post2005241907
- threadpoolctl ==2.0.0
- torch ==1.6.0
- torchaudio ==0.6.0
- torchsummaryX ==1.3.0
- torchvision ==0.6.0
- typing-extensions ==3.7.4.3
- urllib3 ==1.26.5