🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
格物 (Ko Wu) which means 'investigate the essence of things' in English is a key method for study and better understanding of the knowledge. It is proposed by ancient Chinese philosophers about 2000 years ago and has a profound impact on later generations. The spirit of Ko Wu asks us to not only learn how to use knowledge, but also clearly understand the intrinsic theory. Therefore, it is necessary to re-implement ML algorithms by ourselves to figure out what exactly they did and why they succeed.
This repository aims to implement popular Machine Learning and Deep Learning algorithms by both pure python and use open-source frameworks.
use_sklearnflag in the main function；