This is the source code for project of CS6491 in CityU. @Author MAOYU
This project provids a tool to visualize optimization algorithms.
Reference:
[1] Boyd, Stephen, and Lieven Vandenberghe. Convex optimization. Cambridge university press, 2004. Kingma, Diederik P., and Jimmy Ba. "Adam: A method for stochastic optimization." arXiv preprint arXiv:1412.6980(2014).
[2] Kingma D P, Ba J. Adam: A method for stochastic optimization[J]. arXiv preprint arXiv:1412.6980, 2014.
[3] Zeiler, Matthew D. "ADADELTA: an adaptive learning rate method." arXiv preprint arXiv:1212.5701 (2012).
[4] Ruder S. An overview of gradient descent optimization algorithms[J]. arXiv preprint arXiv:1609.04747, 2016.
[5] https://github.com/lacerbi/optimviz
[6] https://emiliendupont.github.io/2018/01/24/optimization-visualization
[7] http://www.benfrederickson.com/numerical-optimization/
[8] https://sahandsaba.com/convex-hull-visualized-using-raphael.html
[9] https://github.com/yalibian/VISO.git
[10] https://github.com/jermwatt/machine_learning_refined.git