python

Implementing a Neural Network from Scratch

Updated 2023-08-15 18:46:09 +08:00

It is an utility library for Kaggle and offline competitions. It is particularly focused on experiment tracking, feature engineering, and validation.

machine-learning

ml

kaggle

feature-engineering

experiment-tracking

Updated 2023-08-18 20:32:25 +08:00

Material for a beginner Python course during 2019/2020

Updated 2020-08-11 16:03:53 +08:00

Python basic study with Jupyter Notebook From https://github.com/wiredtoserve/datascience/tree/master/Python

Updated 2023-08-15 19:14:50 +08:00

This repository contains the entire Python Data Science Handbook, in the form of (free!) Jupyter notebooks. https://jakevdp.github.io/PythonDataScienceHandbook/

Updated 2023-08-18 20:29:47 +08:00

Jupyter notebooks from the scikit-learn video series Youtube link: https://www.youtube.com/playlist?list=PL5-da3qGB5ICeMbQuqbbCOQWcS6OYBr5A

Updated 2023-08-18 19:59:17 +08:00

code and data for the time series analysis video from YouTube channel: https://www.youtube.com/@ritvikmath

Updated 2023-08-18 20:16:58 +08:00

This handbook extensively covers time series analysis and forecasting, delving from the most fundamental methods to the state-of-the-art. The handbook was made in Python and is designed such that readers can both learn the theory and apply them to real-world problems.

Updated 2023-08-18 19:45:59 +08:00