Alex Xu's repositories
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
h2o_xtend
Extension functions and classes wrapping h2o-py package
scikit_xtend
Extensions to popular machine learning library, scikit-learn. With contributions coded from new machine learning/statistics papers
glmrec
Recommendation engine by backwards engineering Generalized Linear Models
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.
convoys
Implementation of statistical models to analyze time lagged conversions
mdl
MuseScore Drumline Extension
scikit-learn
scikit-learn: machine learning in Python
forecastHybrid
Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package
helmet-detection
Helmet Detection on Construction Sites
TheXu.github.io
Coolest Personal Website on your computer
labs-geosearch-pad-normalize
R script to normalize PAD data into discrete address records
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), ...)
hurricane-net
A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
BellkorAlgorithm
A Python implementation of the Bellkor Algorithm
deeptriangle
DeepTriangle: A Deep Learning Approach to Loss Reserving
investr
Inverse estimation in R
timeseriescv
Scikit-learn style cross-validation classes for time series data
patrick
Parameterized testing in R is kind of cool!
CausalImpact
An R package for causal inference in time series
abpackage
An R package for AB testing leveraging pre-period information
pydrummer
a minimal drum machine
R-Tutorials
Tutorials on Functional Programming in R, R Markdown and More!
examples
Example files illustrating Python and Excel
Precision
Precision Matlab Toolbox
Cleaning-Functions-in-Data.Table
Various Functions for Data Munging and Cleaning in Data.Table