Alex Xu's repositories
scikit_xtend
Extensions to popular machine learning library, scikit-learn. With contributions coded from new machine learning/statistics papers
BellkorAlgorithm
A Python implementation of the Bellkor Algorithm
CausalImpact
An R package for causal inference in time series
deeptriangle
DeepTriangle: A Deep Learning Approach to Loss Reserving
glmrec
Recommendation engine by backwards engineering Generalized Linear Models
h2o_xtend
Extension functions and classes wrapping h2o-py package
Cleaning-Functions-in-Data.Table
Various Functions for Data Munging and Cleaning in Data.Table
examples
Example files illustrating Python and Excel
forecastHybrid
Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package
h2o-3
Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)
helmet-detection
Helmet Detection on Construction Sites
hurricane-net
A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.
labs-geosearch-pad-normalize
R script to normalize PAD data into discrete address records
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
mdl
MuseScore Drumline Extension
patrick
Parameterized testing in R is kind of cool!
Precision
Precision Matlab Toolbox
pydrummer
a minimal drum machine
R-Tutorials
Tutorials on Functional Programming in R, R Markdown and More!
scikit-learn
scikit-learn: machine learning in Python
Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
TheXu.github.io
Coolest Personal Website on your computer
timeseriescv
Scikit-learn style cross-validation classes for time series data
VideoAnalytics
The projects uses CNN and ResNet modal to train the modal and then process the videos to identify the activity going on in the video.