Pinned Repositories
benchmark-stata-r
Speed benchmark of Stata and R on common data manipulations
caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
Deep-Learning-in-Medical-Imaging
Classification project for biomedical imaging and diagnostics.
dml-iv-estimation
Project on parental health returns to children's education using double machine learning and instrumental variables regression
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
quality-mass-processing
Dynamic SQL script to pull and process German hospital quality reports from XML files.
sales-hat
Sales prediction exercise using basic pre-processing, ML, econometrics, and some model selection/benchmarking.
soep-unemployment-health-spillovers
Replication code for Everding and Marcus (2020, Health Economics), combining DiD estimation, Lasso regressions, and entropy balancing
TensorFlow-Distributed-Deep-Learning
Benchmarking of distributed computing strategies using MNIST data
jeverding's Repositories
jeverding/soep-unemployment-health-spillovers
Replication code for Everding and Marcus (2020, Health Economics), combining DiD estimation, Lasso regressions, and entropy balancing
jeverding/dml-iv-estimation
Project on parental health returns to children's education using double machine learning and instrumental variables regression
jeverding/benchmark-stata-r
Speed benchmark of Stata and R on common data manipulations
jeverding/caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
jeverding/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
jeverding/Deep-Learning-in-Medical-Imaging
Classification project for biomedical imaging and diagnostics.
jeverding/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
jeverding/quality-mass-processing
Dynamic SQL script to pull and process German hospital quality reports from XML files.
jeverding/sales-hat
Sales prediction exercise using basic pre-processing, ML, econometrics, and some model selection/benchmarking.
jeverding/dplyr
dplyr: A grammar of data manipulation
jeverding/DRDID
Doubly Robust Difference-in-Differences Estimators
jeverding/Get-work-hours-between-dates
Simple function which flexibly calculates and returns the work hours between two time stamps.
jeverding/GoogleSite
For hosting files on my Google Sites page
jeverding/grf
Generalized Random Forests
jeverding/labor-supply-cross-effects
jeverding/lbv-bot
Very basic web scraping bot helping to book appointments at LBV (DMV equivalent in Germany)
jeverding/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
jeverding/mlr3
mlr3: Machine Learning in R - next generation
jeverding/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
jeverding/pycaret
An open-source, low-code machine learning library in Python
jeverding/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
jeverding/randomForest
:exclamation: This is a read-only mirror of the CRAN R package repository. randomForest — Breiman and Cutler's Random Forests for Classification and Regression. Homepage: https://www.stat.berkeley.edu/~breiman/RandomForests/
jeverding/ranger
A Fast Implementation of Random Forests
jeverding/scikit-learn
scikit-learn: machine learning in Python
jeverding/shap
A game theoretic approach to explain the output of any machine learning model.
jeverding/sqlflow
Brings SQL and AI together.
jeverding/statsmodels
Statsmodels: statistical modeling and econometrics in Python
jeverding/tensorflow
An Open Source Machine Learning Framework for Everyone
jeverding/tidymodels
Easily Install and Load the 'Tidymodels' Packages
jeverding/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow