Hannah Xue's repositories
3w_dataset
The first realistic and public dataset with rare undesirable real events in oil wells.
Dash-by-Plotly
Interactive data analytics
dash-sample-apps
Open-source demos hosted on Dash Gallery
Deep_Learning_Machine_Learning_Stock
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
ggplot2-book
ggplot2: elegant graphics for data analysis
h3-py
Python bindings for H3, a hierarchical hexagonal geospatial indexing system
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Machine-Learning-1
Machine Learning tutorials
Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
Medium-Article-Code
Random code for medium articles.
Medium-Articles
Code I use in my medium blog/articles.
ml-challenge-2023
Machine Learning Challenge – Using AI to Validate Carbon Containment in the Illinois Basin
mlcourse.ai
Open Machine Learning Course
Pipeline_for_Data_Visualization
Python scripts to help automate your Tableau data for easier processing
Professional_Portfolio
A culmination of work completed during Bellevue University's Master of Data Science program and side projects while working at Forbes Media.
python-bootcamp-for-geoengineers
Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US
Python-Data-Analysis-Third-Edition
Python Data Analysis, Third Edition, Published by Packt
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
sfquickstarts
Follow along with our tutorials to get you up and running with the Snowflake Data Cloud.
skforecast
Time series forecasting with scikit-learn models
Spam-Filter-with-Naive-Bayes
In this repo I demonstrated how to build a simple sms spam filter using multinomial naive bayes
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
TrendSearcher_Capstone
Brainstation Capstone project
udlbook
Understanding Deep Learning - Simon J.D. Prince
WebscrapingInstagram
Multiple Notebooks for Web Scraping Instagram with Selenium
youtube_channel
Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.