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The Top 22 Machine Learning Econometrics Open Source Projects

Open source projects categorized as Machine Learning Econometrics
Categories > Econometrics
Categories > Machine Learning > Machine Learning
Econml ⭐ 3,522
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of
dependent packages 4total releases 31most recent commit 15 days agopypi econml} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Pmdarima ⭐ 1,513
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
dependent packages 82total releases 27most recent commit 2 months agopypi pmdarima} Downloads
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Grf ⭐ 923
Generalized Random Forests
dependent packages 12total releases 22most recent commit a month ago
Doubleml For Py ⭐ 365
DoubleML - Double Machine Learning in Python
total releases 17most recent commit 3 months ago
Data Science Toolkit ⭐ 185
Collection of stats, modeling, and data science tools in Python and R.
most recent commit 2 years ago
Econ Data Science ⭐ 100
Articles/ Journals and Videos related to Economics📈 and Data Science 📊
most recent commit 2 years ago
Doubleml For R ⭐ 88
DoubleML - Double Machine Learning in R
total releases 12most recent commit 10 months ago
Causeinfer ⭐ 54
Machine learning based causal inference/uplift in Python
total releases 35most recent commit 5 months ago
Nns ⭐ 50
Nonlinear Nonparametric Statistics
dependent packages 2total releases 89most recent commit 3 months ago
Dame Flame Python Package ⭐ 48
A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data
total releases 8most recent commit 4 months ago
Tatevkaren Data Science Portfolio ⭐ 46
Data Science Portfolio of Tatev Karen Aslanyan including Case Studies and Research Projects that I have completed that solve business problems or introduce new products. Case Study papers, codes, and additional resources are all included.
most recent commit 6 months ago
Statistics And Econometrics For Data Science ⭐ 34
This repository contains notebooks for understanding some concepts of statistics and econometrics that can be helpful in data science
most recent commit 3 years ago
Machine Learning For Economic Analysis ⭐ 23
Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH
most recent commit 2 years ago
Marswitching.jl ⭐ 21
MarSwitching.jl: Julia package for Markov switching dynamic models
most recent commit 4 months ago
Computational Economics ⭐ 18
Algorithmic game theory, recursive macroeconomics, machine learning for econometrics
most recent commit 6 years ago
Hdmetrics ⭐ 18
Machine Learning for Econometrics -- ENSAE Paris
most recent commit 4 years ago
Boosted_hp_filter ⭐ 17
Functions and replication files for Peter Phillips and Zhentao Shi (2021): "Boosting: Why You Can Use the HP Filter"
most recent commit a year ago
Doubleml Serverless ⭐ 10
DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture
most recent commit a year ago
Free Resources Books Papers ⭐ 10
Books and Papers in Mathematics, Econometrics, Machine Learning, Finance etc for different levels that can be useful for Data Scientists, Developers and everyone whoo is interesting in STEM.
most recent commit 3 years ago
Econ_data_science ⭐ 7
Econ5821@CUHK
most recent commit a year ago
The 5 Most Depended On Machine Learning Econometrics Open Source Projects
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Grf ⭐ 923
Generalized Random Forests
dependent packages 12total releases 22latest release October 01, 2023most recent commit a month ago
Nns ⭐ 50
Nonlinear Nonparametric Statistics
dependent packages 2total releases 89latest release October 03, 2023most recent commit 3 months ago
The 9 Latest Releases In Machine Learning Econometrics Open Source Projects
Nns ⭐ 50
Nonlinear Nonparametric Statistics
dependent packages 2total releases 89latest release October 03, 2023most recent commit 3 months ago
Grf ⭐ 923
Generalized Random Forests
dependent packages 12total releases 22latest release October 01, 2023most recent commit a month ago
Doubleml For Py ⭐ 365
DoubleML - Double Machine Learning in Python
total releases 17latest release September 18, 2023most recent commit 3 months ago
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Doubleml For R ⭐ 88
DoubleML - Double Machine Learning in R
total releases 12latest release March 31, 2023most recent commit 10 months ago
Causeinfer ⭐ 54
Machine learning based causal inference/uplift in Python
total releases 35latest release July 09, 2022most recent commit 5 months ago
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