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This project generates animations of pytorch optimizers solving toy problems. Examples Below.
[Some nice animations](http://www.denizyuret.com/2015/03/alec-radfords-animations-for.html) were posted a few years ago by Alex Radford but didn't include Adam or landscapes with noise. [Louis Tiao](http://louistiao.me/notes/visualizing-and-animating-optimization-algorithms-with-matplotlib/) blogged about how to make the visulisations. The [pytorch unit tests](https://github.com/pytorch/pytorch/blob/master/test/test_optim.py) show how to run the optimizers on a test function. I pulled these together and shared the result at https://github.com/wassname/visualizing_torch_optim. Please make some better animations than I did and share them.
[Some nice animations](http://www.denizyuret.com/2015/03/alec-radfords-animations-for.html) were posted a few years ago by Alex Radford but didn't include the Adam optimizer or landscapes with noise. [Louis Tiao](http://louistiao.me/notes/visualizing-and-animating-optimization-algorithms-with-matplotlib/) blogged about how to make the visualizations. The [pytorch unit tests](https://github.com/pytorch/pytorch/blob/master/test/test_optim.py) show how to run the optimizers on test functions. I pulled these together and shared the result at https://github.com/wassname/viz_torch_optim. Please make some better animations and share them.
# Examples