MacOS. 11.2.3
Ubuntu. 20.04 - GPU Server(RTX3060)
Python : 3.8.5
Torch : 1.9.0
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01_example.ipynb
- You can confirm input data type and return data type
02_Encoder.ipynb
- You can confirm OnlineHD Encoder
03_HD_Example2.ipynb
- Hyperdimension computing encoding and decoding example.
04_Mnist.ipynb
- You can confirm hypervector and learning result of MNIST dataset.
05_isolet.ipynb
- OnlineHD Training with ioslet dataset.
06_OnlineHD_search.ipynb
- OnlineHD Encoding research.
07_hyper-dimension.ipynb
- Mapping Hypervector in 2-D and 3-D through t-SNE random label.
08_hyper-dimension.ipynb
- Mapping Hypervector in 2-D and 3-D through t-SNE label 0-5, 5-9.
09_custom_encoding_onlinehd.ipynb
- Custom OnlineHD and confirm learning result and making decoder.
10_HDGenerator.ipynb
- Making Hyperdimension Generator