Survive
Survival Analysis in Python
Survive is a Python 3 package built on top of NumPy and pandas that provides statistical tools for the analysis of survival, lifetime, and event data.
Website: https://survive-python.readthedocs.io
Installation
The latest version of Survive can be installed directly after cloning from GitHub.
git clone https://github.com/artemmavrin/survive.git
cd survive
make installMoreover, Survive is on the Python Package Index (PyPI), so a recent version of it can be installed with the pip tool.
python -m pip install surviveDependencies
Survive relies on the following scientific computing packages.
Case Studies
- Leukemia remission times
A small dataset (42 total observations) separated into two groups with heavy right-censoring in one and none in the other.
- Channing House data
A slightly larger dataset (462 total observations) separated into two groups with right-censoring and left truncation in both.
API Reference
The complete API Reference for Survive is available on Read the Docs.
1 maintainer
Metadata
1 maintainer
Release files for survive 0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| survive-0.3.tar.gz | 32.4 kB | Without provenance | Details for survive-0.3.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| survive-0.3-py3-none-any.whl | Python 3 | none | any | Details for survive-0.3-py3-none-any.whl |
Total release size: 70.1 kB
Release files / survive-0.3.tar.gz
| Download URL | survive-0.3.tar.gz |
|---|---|
| Size | 32.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / survive-0.3-py3-none-any.whl
| Download URL | survive-0.3-py3-none-any.whl |
|---|---|
| Size | 37.7 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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twine/1.11.0 pkginfo/1.4.2 requests/2.18.4 setuptools/39.2.0 requests-toolbelt/0.8.0 tqdm/4.23.4 CPython/3.6.4
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Security for survive 0.3
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