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21 search results found
Econml
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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
Statsforecast
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3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
Pmdarima
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1,517
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Hyperlearn
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1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Grf
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929
Generalized Random Forests
Doubleml For Py
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365
DoubleML - Double Machine Learning in Python
Data Science Toolkit
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185
Collection of stats, modeling, and data science tools in Python and R.
Econ Data Science
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100
Articles/ Journals and Videos related to Economics📈 and Data Science 📊
Doubleml For R
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88
DoubleML - Double Machine Learning in R
Causeinfer
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54
Machine learning based causal inference/uplift in Python
Nns
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50
Nonlinear Nonparametric Statistics
Dame Flame Python Package
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48
A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data
Tatevkaren Data Science Portfolio
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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.
Statistics And Econometrics For Data Science
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34
This repository contains notebooks for understanding some concepts of statistics and econometrics that can be helpful in data science
Machine Learning For Economic Analysis
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23
Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH
Marswitching.jl
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21
MarSwitching.jl: Julia package for Markov switching dynamic models
Computational Economics
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18
Algorithmic game theory, recursive macroeconomics, machine learning for econometrics
Hdmetrics
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18
Machine Learning for Econometrics -- ENSAE Paris
Boosted_hp_filter
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17
Functions and replication files for Peter Phillips and Zhentao Shi (2021): "Boosting: Why You Can Use the HP Filter"
Doubleml Serverless
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10
DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture
Free Resources Books Papers
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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.
Econ_data_science
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7
Econ5821@CUHK
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