A repository for storing a C# code where I experiment with math and AI.
Known Issues:
- AutoGrad doesn't support matrix right now.
- Operator in Variable class have not been fully implement/fix.
Special thanks to this useful amazing resources for helping me learn and successfully created this project:
- http://neuralnetworksanddeeplearning.com/index.html
- https://towardsdatascience.com/understanding-backpropagation-algorithm-7bb3aa2f95fd
- https://stats.stackexchange.com/questions/154879/a-list-of-cost-functions-used-in-neural-networks-alongside-applications
- https://m.youtube.com/playlist?list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1
- http://matrixmultiplication.xyz/
- https://medium.com/binaryandmore/beginners-guide-to-deriving-and-implementing-backpropagation-e3c1a5a1e536
- https://d2l.ai/chapter_preface/index.html
- https://youtu.be/MswxJw-8PvE?si=4sVnz7BA6hV34z2j
- https://youtu.be/RxTfc4JLYKs?si=sUP6bpNY4SP4qYPQ
- https://youtu.be/cwBrWn4m9y8?si=MxIbOLDiImu-Uv-R
- https://youtu.be/FM5dpxJMULY?si=lpwD8rwYMvq3yLZH