Are deep learning models superior ?
Archives de l’auteur : loic
EDA and AutoML
Notebook Examples on EDA (Automated Exploratory Data Analysis) and AutoML
- Classification: Classification Notebook
- Regression: Regression Notebook
Deal with Imbalanced data
Python module to perform under sampling and over sampling with various techniques
imbalanced-learn
Library: https://imbalanced-learn.org/
Understanding UMAP
AI dictionary reference
Multiple Time Series Classification by Using Continuous Wavelet Transformation
Sklearn code running
tSNE is Dead. Long Live UMAP!
Visual Intuition : How to Use t-SNE Effectively
Speedup pandas
