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Top 6 Python survival-analysis Projects
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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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xgboost-survival-embeddings
Improving XGBoost survival analysis with embeddings and debiased estimators
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auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
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autoprognosis
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
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GnomansLand
An open-world reinforcement learning playground for gnomes filled with dangerous peril and bountiful treasure.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python survival-analysis related posts
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AutoPrognosis: Automating the model selection for clinical prognosis
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[D] Time-varying covariates in survival analysis
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Survival analysis built on top of scikit-learn
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Show HN: Better XGBoost Survival Analysis via embeddings and debiased estimators
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Forecasting multiple time series ideas
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Index
What are some of the best open-source survival-analysis projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | scikit-survival | 1,072 |
| 2 | pycox | 753 |
| 3 | xgboost-survival-embeddings | 305 |
| 4 | auton-survival | 293 |
| 5 | autoprognosis | 89 |
| 6 | GnomansLand | 16 |
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