benchmarks of different machine learning libraries using the MNIST dataset
- (tensorflow) DNN : 97.81%
- (tensorflow) CNN : coming up
- PyTorch : coming up
tensorflow:
$ pip3 install tensorflow
note: has to be Python3.7.6 or older, tensorflow is not updated for Python3.8 yet
$ python3 benchmark.py
played around with plotting
- incorrect classifications
- network guess (red) and certainty (bar graph)
- actual classification (blue)
- unconfident predictions (< 65% certain)
- simon - buy my merch - mightbesimon
Shoutout to tensorflow.org tutorials
Shoutout to Google for creating tensorflow
- I'm just following tensorflow.org tutorials