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Pysyncon Alternatives
Similar projects and alternatives to pysyncon based on common topics and language
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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.
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pgmpy
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
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causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
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causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
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pysyncon reviews and mentions
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Python package for the synthetic control method
The worked example 'Prison construction and Black male incarceration' from the last chapter of 'Causal Inference: The Mixtape' by Scott Cunningham, (notebook here).
The Economic Costs of Conflict: A Case Study of the Basque Country, Alberto Abadie and Javier Gardeazabal; The American Economic Review Vol. 93, No. 1 (Mar., 2003), pp. 113-132, (notebook here).
Out of frustration at not being able to find a small, simple and verifiably correct Python package for the synthetic control method, over the last few months I've worked at making one, and it's now mostly in a ready state available here and on Pypi.
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[S] Python package for the synthetic control method
There's worked examples from several sources worked out in notebooks here that reproduce the weights correctly, namely from
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sdfordham/pysyncon is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of pysyncon is Python.
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