Gary Ng's starred repositories
pymc-marketing
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
data-engineering-zoomcamp
Free Data Engineering course!
tennis-crystal-ball
Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction
tennis_atp
ATP Tennis Rankings, Results, and Stats
statrethink_course_in_pymc3
Statistical Rethinking course in pymc3
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
inter_workshop
Workshop materials for ODSC 2019 Interpretability Talk
visualization-curriculum
A data visualization curriculum of interactive notebooks.
ODSC_East_2019_Deploy_DS_Apps
Slides and Code Samples for ODSC East 2019 Talk on Deploying Data Science Applications
introspective
Repo for the ML_Insights python package
ml-workshop-2-of-4
Intermediate Machine Learning with Scikit-learn, 4h interactive workshop
fuzzywuzzy
Fuzzy String Matching in Python
interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
mli-resources
H2O.ai Machine Learning Interpretability Resources
Customer-Analytics
Customer Analytics & Financial Valuation for Zakka Canada. This is the associated iPython Notebook code.
altair-tutorial
Notebooks for the Altair tutorial
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Seq2Seq-PyTorch
Sequence to Sequence Models with PyTorch
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
deep-visualization-toolbox
DeepVis Toolbox
study-group
Deep Learning Study Group