Brian J. Choi's starred repositories
docker-fundamentals
Course Assets for https://learn.cantrill.io/p/docker-fundamentals/
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
debounce-mac
Frustrated that OS X doesn't have a simple software keyboard debouncer. Here's my hack.
Copulas.jl
A fully `Distributions.jl`-compliant copula package
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
python-safer
A web scraping API written in Python to fetch data from the Department of Transportation's https://safer.fmcsa.dot.gov
random-forest-importances
Code to compute permutation and drop-column importances in Python scikit-learn models
h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
insurancerating
R-package for actuarial pricing
double_lift
Double Lift Charts in Python
pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
smartystreets-python-sdk
The official client libraries for accessing SmartyStreets APIs from Python 2.7 and 3.5
chainladder-python
Actuarial reserving in Python
CarPriceAnalysis
Capstone project from General Assembly Data Science Immersive course
COMS4995-s19
COMS W4995 Applied Machine Learning - Spring 19
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
ISLR-with-Python
Introduction to Statistical Learning with R을 Python으로
explain-ml-pricing
Towards Explainability of Machine Learning Models in Insurance Pricing