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lines changed Original file line number Diff line number Diff line change @@ -299,9 +299,9 @@ pip install pyTsetlinMachine
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300300./2DNoisyXORDemo.py
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302- 1 : 99.97% 64.3s
303- 2 : 99.99% 65.3s
304- 3 : 99.99% 64.3s
302+ # 1 Mean Accuracy (%) : 99.97; Std.dev.: 0.00; Training Time: 13.1 ms/epoch
303+ # 2 Mean Accuracy (%) : 99.99; Std.dev.: 0.01; Training Time: 12.8 ms/epoch
304+ # 3 Mean Accuracy (%) : 99.99; Std.dev.: 0.01; Training Time: 13.2 ms/epoch
305305...
306306```
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@@ -316,8 +316,8 @@ Test accuracy peaks at 99.50% after 168 epochs and 99.51% after 327 epochs. Furt
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317317## Requirements
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319- - Python 3.7.x https://www.python.org/downloads/
320- - Numpy http://www.numpy.org/
319+ - Python 3.7.x, https://www.python.org/downloads/
320+ - Numpy, http://www.numpy.org/
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322322## Citation
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