brendanhasz/home-credit-group

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MIT License
Created over 6 years ago
Updated about 6 years ago

brendanhasz/home-credit-group

brendanhasz

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Code for the Kaggle Home Credit Group loan risk prediction competition

probflow

A Python package for building Bayesian models with TensorFlow or PyTorch

tfp-taxi

Taxi fare prediction using tensorflow probability

Jupyter Notebook

target-encoding

Comparison between label, one-hot, target, and cross-fold target encoding

Jupyter Notebook

svi-gaussian-mixture-model

Notebook fitting a Bayesian Gaussian mixture model via stochastic variational inference w/ TensorFlow 2.0

Jupyter Notebook

dagio

A python package for running directed acyclic graphs of asynchronous I/O operations

brendanhasz.github.io

Personal site and blog

github-io-blog-template

A template repo for a personal github.io blog site

hmm-vs-gp

Model comparison between a Bayesian hidden Markov model and a Gaussian process

dsutils

Some basic utility functions for data science and data analysis

Jupyter Notebook

pipedown

A data science pipelining framework for Python 🤫

loyalty-prediction

Jupyter notebooks for Kaggle's Elo Merchant Category Recommendation

Jupyter Notebook

matlab-uncertainty-viz

Matlab functions for visualizing uncertainty

assoc-neural-oscs

Simulations of networks of neural oscillators which can learn associations between themselves

tfp-bayesian-regression

Jupyter Notebook

probflow-v2

A Python package for building Bayesian models with TensorFlow or PyTorch (v2.0)

embedding-regression

Bayesian linear regression w/ embeddings using tensorflow probability

Jupyter Notebook

police-shootings-eda

Exploratory data analysis of the the Washington Post's fatal police shooting dataset

Jupyter Notebook

box-office-prediction

Code for Kaggle's TMDB Box Office Prediction competition

Jupyter Notebook

nice-ride

Nice Ride MN bikesharing system demand analysis

Jupyter Notebook

career-village

Jupyter notebooks for the career village Kaggle competition

Jupyter Notebook

bayesian-correlation

Multilevel Bayesian correlation using Stan and PyStan

Jupyter Notebook

decision-tree

Simple implementation of a decision tree in python

nice-ride-dashboard

Dashboard displaying actual and predicted numbers of bikes available at Nice Ride stations

Jupyter Notebook