# ML theory

## ML theory

- [The statistical perspective of machine learning](https://yxy-adam.gitbook.io/ml-theory/master.md)
- [Variational Inference](https://yxy-adam.gitbook.io/ml-theory/variational-inference.md)
- [Kalman Filter](https://yxy-adam.gitbook.io/ml-theory/kalman-filter.md)