Implementations of Machine Learning Algorithms from Scratch
I have created a repository where I have implemented various machine learning algorithms from scratch using only python and numpy. The project demonstrates my theoretical knowledge in the subject and that I understand the underlying concepts and mathematics of various algorithms in the field.
Audio classification of bird songs using segmentation and customised filter banks
- Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow by Aurélien Géron
- An Introduction to Statistical Learning by Hastei, Tibshirani et al
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