epysurv VS zEpid

Compare epysurv vs zEpid and see what are their differences.

epysurv

Epidemiological surveillance in Python (by JarnoRFB)
Surveillance Epidemiology outbreak-detection
Source Code
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zEpid

Epidemiology analysis package (by pzivich)
Epidemiology inverse-probability-weights risk-ratio epidemiology-analysis risk-difference g-formula ipw aipw g-computation tmle targeted-maximum-likelihood incidence-rate-ratio odds-ratio g-estimation Data Science
Source Code
zepid.readthedocs.org
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epysurv zEpid
1 1
10 134
- -
0.0 0.0
about 2 months ago almost 1 year ago
Python Python
MIT License MIT License
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epysurv

Posts with mentions or reviews of epysurv. We have used some of these posts to build our list of alternatives and similar projects.

zEpid

Posts with mentions or reviews of zEpid. We have used some of these posts to build our list of alternatives and similar projects.
  • [D] What is Causal Machine Learning?
    1 project | /r/MachineLearning | 26 Nov 2021
    1) Using ML methods to model various parts of a causal specification (eg, estimating a propensity score with a ML model). A couple places this has been popular are TMLE (explainer: https://www.khstats.com/blog/tmle/tutorial-pt2/, code: https://github.com/pzivich/zEpid) and double ML (explainer/code: https://docs.doubleml.org/stable/index.html). This review, by Susan Athey and Guido Imbens (https://arxiv.org/abs/1903.10075), discusses other applications of ML in this setting.

What are some alternatives?

When comparing epysurv and zEpid you can also consider the following projects:

viseron - Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

episuite - A suite of tools for epidemiology in Python.

covasim - COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions

Keras - Deep Learning for humans

seirsplus - Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.

keras - Deep Learning for humans [Moved to: https://github.com/keras-team/keras]

TrackingR - Python code for "Tracking R of COVID-19 A New Real-Time Estimation Using the Kalman Filter".

covid19-sir - CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.

epysurv vs viseron zEpid vs episuite epysurv vs covasim zEpid vs Keras epysurv vs seirsplus zEpid vs keras epysurv vs TrackingR zEpid vs covid19-sir zEpid vs covasim