kylejcaron's repositories
kylejcaron.github.io
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Fraud_Detection
Created a Fraud Detection machine learning model and implemented a prototype fraud dashboard for a user to investigate predicted attempts at fraud
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
kaggle_bulldozer
Regression Case Study using kaggle's Farm Equipment Dataset
lifelines
Survival analysis in Python
MixedModel_Hypothesis_Testing
How to run A/B hypothesis tests with correlated observations
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)