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pypi.org "survival-analysis" keyword

Top 2.3% on pypi.org
scikit-survival 0.28.0
Survival analysis built on top of scikit-learn
36 versions - Latest release: 4 months ago - 18 dependent packages - 57 dependent repositories - 176 thousand downloads last month - 1,325 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
lifelines 0.30.3 ๐Ÿ’ฐ
Survival analysis in Python, including Kaplan Meier, Nelson Aalen and regression
175 versions - Latest release: 8 months ago - 51 dependent packages - 506 dependent repositories - 1.64 million downloads last month - 2,617 stars on GitHub - 1 maintainer
surpyval 0.25
A python package for survival analysis
42 versions - Latest release: 11 days ago - 1 dependent package - 1 dependent repositories - 5.26 thousand downloads last month - 55 stars on GitHub - 1 maintainer
torchsurv 0.2.0
Deep survival analysis made easy with pytorch
7 versions - Latest release: 4 months ago - 3.6 thousand downloads last month - 216 stars on GitHub - 3 maintainers
skpro 2.16.0 ๐Ÿ’ฐ
A unified framework for tabular probabilistic regression, time-to-event prediction, and probabili...
35 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 37 thousand downloads last month - 338 stars on GitHub - 2 maintainers
survival 2.0.0
A high-performance survival analysis library written in Rust with Python bindings
57 versions - Latest release: 17 days ago - 8 dependent repositories - 599 downloads last month - 7 stars on GitHub - 2 maintainers
gamfit 0.1.274
Formula-first generalized additive models with a high-performance Rust core
172 versions - Latest release: about 1 month ago - 2.62 thousand downloads last month - 40 stars on GitHub - 1 maintainer
reliafy-client 0.3.0
The Reliafy API client and command line: every Reliafy tool, files, photos and data ingest.
3 versions - Latest release: 10 days ago - 14 downloads last month - 0 stars on GitHub - 1 maintainer
random_survival_forest 1.0.0
A Random Survival Forest implementation inspired by Ishwaran et al.
15 versions - Latest release: 3 months ago - 163 downloads last month - 65 stars on GitHub - 1 maintainer
crisp-nam 0.1.2
CRISP-NAM: Competing Risks Interpretable Survival Prediction with Neural Additive Models
3 versions - Latest release: 6 months ago - 22 downloads last month - 3 stars on GitHub - 1 maintainer
dansk-register-platform 0.8.0
Danish register analysis platform (dansk_register) and the study pipelines built on it: societal ...
2 versions - Latest release: 3 months ago - 1 maintainer
survaudit 0.1.0
Leave-one-cohort-out survival-signature benchmarking with built-in leakage audits (fully nested r...
1 version - Latest release: 3 months ago - 1 maintainer
dansk-register 0.2.0
Danish register analysis platform (dansk_register) and the study pipelines built on it: societal ...
3 versions - Latest release: 3 months ago - 127 downloads last month - 1 maintainer
driftsurvival 0.1.0
Survival analysis on credit risk with data drift handling using the LMISO framework
1 version - Latest release: 3 months ago - 1 maintainer
gliostitch 0.1.2
Reproducible cohort selection over public glioma MRI datasets
2 versions - Latest release: 3 months ago - 20 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
pycox 0.3.0
Survival analysis with PyTorch
6 versions - Latest release: about 2 years ago - 8 dependent packages - 17 dependent repositories - 11.8 thousand downloads last month - 1,001 stars on GitHub - 1 maintainer
symmetric-concordance 0.2.0
Concordance index (C-index) between two right-censored survival series.
2 versions - Latest release: about 2 months ago - 127 downloads last month - 0 stars on GitHub - 1 maintainer
abverdict 0.3.1
Statistical tools for A/B testing - sample size calculation, power analysis, significance testing...
2 versions - Latest release: 4 months ago - 294 downloads last month - 14 stars on GitHub - 1 maintainer
pysurvex 0.1.2
Model-agnostic explainability for survival analysis models.
3 versions - Latest release: 5 months ago - 8 downloads last month - 0 stars on GitHub - 1 maintainer
bioconverge 0.2.0
Patient-level biological score integration, concordance, archetypes, model fragility, and evidenc...
6 versions - Latest release: about 1 month ago - 168 downloads last month - 0 stars on GitHub - 1 maintainer
pycmprsk 1.0.0
Python port of R's cmprsk: Estimation, testing and regression modeling of subdistribution functio...
1 version - Latest release: 5 months ago - 58 downloads last month - 0 stars on GitHub - 1 maintainer
survivalpredict 0.0.4
python survival analysis/survival curves, with a scikit-learn-like api.
4 versions - Latest release: about 2 months ago - 22 downloads last month - 6 stars on GitHub - 1 maintainer
srtools-aging 0.1.0
Tools for mortality and aging analysis using the Saturating Removal model
1 version - Latest release: 5 months ago - 54 downloads last month - 0 stars on GitHub - 1 maintainer
repyability 0.15
Reliability engineering tools for Python
18 versions - Latest release: 11 days ago - 1 dependent repositories - 662 downloads last month - 3 stars on GitHub - 2 maintainers
survana 0.1.0
Biomarker and survival analysis software for thesis.
1 version - Latest release: 7 months ago - 4 downloads last month - 1 stars on GitHub - 1 maintainer
insurance-survival 0.6.0
Survival analysis for UK insurance pricing: cure models, competing risks, recurrent events, CLV, ...
7 versions - Latest release: 7 months ago - 105 downloads last month - 1 stars on GitHub - 1 maintainer
insurance-recurrent 0.1.0
Shared frailty models for within-policyholder claim recurrence in insurance pricing
1 version - Latest release: 8 months ago - 24 downloads last month - 0 stars on GitHub - 1 maintainer
insurance-competing-risks 0.1.0
Fine-Gray subdistribution hazard regression for competing risks โ€” built for insurance pricing
1 version - Latest release: 8 months ago - 20 downloads last month - 0 stars on GitHub - 1 maintainer
statika 1.0.1
Open-source statistical analysis tool โ€” a Python alternative to Stata, SPSS, and SAS
1 version - Latest release: 8 months ago - 6 downloads last month - 0 stars on GitHub - 1 maintainer
lobster-ml 1.1.425
Machine learning agents for Lobster AI (feature selection, survival analysis, interpretability)
12 versions - Latest release: 18 days ago - 53 downloads last month - 45 stars on GitHub - 1 maintainer
pyexpstats 0.3.0
Statistical tools for A/B testing - sample size calculation, power analysis, significance testing...
2 versions - Latest release: 4 months ago - 32 downloads last month - 14 stars on GitHub - 1 maintainer
survivaleval 0.8.7
The most comprehensive Python package for evaluating survival analysis models.
31 versions - Latest release: 19 days ago - 723 downloads last month - 59 stars on GitHub - 1 maintainer
blauwal3-survival-analysis 0.6.1 ๐Ÿ’ฐ
่“้ฒธๆ•ฐๆฎๆŒ–ๆŽ˜่ฝฏไปถๅŒ…็š„็”Ÿๅญ˜ๅˆ†ๆž้™„ๅŠ ็ป„ไปถใ€‚
1 version - Latest release: about 2 years ago - 47 downloads last month - 3 stars on GitHub - 1 maintainer
greenwood 0.8.0
Modern survival analysis for Python: Narwhals-native, R-validated, beautifully visualized.
8 versions - Latest release: 21 days ago - 170 downloads last month - 23 stars on GitHub - 1 maintainer
gen-surv 3.1.2
Simulate survival data with a known truth: twelve models spanning proportional hazards, accelerat...
21 versions - Latest release: about 2 months ago - 131 downloads last month - 6 stars on GitHub - 1 maintainer
survlimepy 0.0.11
A python package implementing SurvLIME algorithm
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 36 downloads last month - 26 stars on GitHub - 2 maintainers
autoprognosis 0.1.22
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
22 versions - Latest release: over 1 year ago - 155 downloads last month - 187 stars on GitHub - 2 maintainers
survival-rs 1.1.5
A high-performance survival analysis library written in Rust with Python bindings
29 versions - Latest release: 10 months ago - 328 downloads last month - 7 stars on GitHub - 1 maintainer
decision-security 0.1.0
Decision-science utilities for security: Monte Carlo, Bayes, Survival, Value of Information, caus...
5 versions - Latest release: 3 months ago - 23 downloads last month - 4 stars on GitHub - 1 maintainer
dansk-register-platform-hotfix 0.26.0
Danish register analysis platform (dansk_register) and the study pipelines built on it: parental ...
1 version - Latest release: 23 days ago - 1 maintainer
cancer-clinical-data-analysis 0.1.1
A comprehensive Python package for cancer clinical data analysis including data processing, stati...
1 version - Latest release: over 1 year ago - 37 downloads last month - 1 maintainer
hazardous 0.2.0
Predictive Competing Risks and Survival Analysis.
2 versions - Latest release: 3 months ago - 676 downloads last month - 121 stars on GitHub - 4 maintainers
survive 0.3
Survival analysis in Python
4 versions - Latest release: about 8 years ago - 3 dependent repositories - 121 downloads last month - 4 stars on GitHub - 1 maintainer
survivalist 0.4.0 ๐Ÿ’ฐ
Survival analysis built on top of scikit-learn
17 versions - Latest release: 7 months ago - 65 downloads last month - 1 stars on GitHub - 1 maintainer
fpboost 0.1.0
FPBoost: a gradient boosting model for survival analysis that builds hazard functions as a combin...
1 version - Latest release: about 2 years ago - 53 downloads last month - 5 stars on GitHub - 1 maintainer
Top 4.9% on pypi.org
reliability 0.9.0 ๐Ÿ’ฐ
Reliability Engineering toolkit for Python
90 versions - Latest release: over 1 year ago - 14 dependent repositories - 182 thousand downloads last month - 434 stars on GitHub - 1 maintainer
ranking-feature-selector 0.4.3
Leakage-safe nested-CV feature selection for small tabular classification, regression, and surviv...
1 version - Latest release: 4 months ago - 12 downloads last month - 1 stars on GitHub - 1 maintainer
coxkan 0.0.2
CoxKAN: Kolmogorov-Arnold Networks for Survival Analysis
2 versions - Latest release: about 2 years ago - 85 downloads last month - 40 stars on GitHub - 1 maintainer
fathom-read 0.6.0
Catch the step where an AI agent contradicts a decision it already made, and read how much functi...
9 versions - Latest release: about 1 month ago - 204 downloads last month - 1 stars on GitHub - 1 maintainer
zevampy 2.0.0
ZEVAMPY: A Python framework for vehicle stock turnover and powertrain adoption modelling
2 versions - Latest release: about 2 months ago - 11 downloads last month - 4 stars on GitHub - 1 maintainer
fracability 1.5.4
Analyse fracture networks for digitalized rock outcrops.
16 versions - Latest release: over 1 year ago - 1 dependent repositories - 35 downloads last month - 16 stars on GitHub - 1 maintainer
survshap 0.4.2
Implementation of the SurvSHAP(t) explanation method for time-dependent explainability of machine...
3 versions - Latest release: almost 3 years ago - 157 downloads last month - 102 stars on GitHub - 1 maintainer
customics 0.1.2
A versatile deep-learning based strategy for multi-omics integration
3 versions - Latest release: 2 months ago - 35 stars on GitHub - 1 maintainer
competing-risk-sensitivity 0.1.0
Competing-risk sensitivity analysis: cause-specific summary, Aalen-Johansen cumulative incidence,...
1 version - Latest release: about 1 month ago - 1 maintainer
bnnsurv 0.1.3
TensorFlow 2.x Bayesian Neural Network for Survival Analysis
2 versions - Latest release: almost 3 years ago - 102 downloads last month - 3 stars on GitHub - 1 maintainer
survival-distributions 0.0.3
Extended functionality for univariate probability distributions in PyTorch
3 versions - Latest release: over 4 years ago - 34 downloads last month - 9 stars on GitHub - 1 maintainer
pyicare 1.3.0
A Python distribution of iCARE, a tool for individualized Coherent Absolute Risk Estimation.
4 versions - Latest release: 4 months ago - 43 downloads last month - 3 stars on GitHub - 1 maintainer
comprisk 0.8.0
Python toolkit for competing risks: forest (RSF) + (penalized) Fine-Gray subdistribution regressi...
6 versions - Latest release: 2 months ago - 2.88 thousand downloads last month - 9 stars on GitHub - 1 maintainer
crforest 0.2.0
DEPRECATED โ€” renamed to 'comprisk' in 0.3.1. Install `pip install comprisk`.
5 versions - Latest release: 6 months ago - 177 downloads last month - 9 stars on GitHub - 1 maintainer
axia 0.1.2
An alternative to survival analysis using the shifted beta-geometric model.
3 versions - Latest release: over 3 years ago - 30 downloads last month - 0 stars on GitHub - 1 maintainer
survival-datasets 0.1.5
Data loader for common datasets in Survival Analysis.
6 versions - Latest release: over 3 years ago - 31 downloads last month - 7 stars on GitHub - 1 maintainer
tapir-rna 0.1.0
Transcriptional Analysis in Python Imported from R
1 version - Latest release: about 4 years ago - 26 downloads last month - 2 stars on GitHub - 1 maintainer
fifeforspark 0.0.2
Finite-Interval Forecasting Engine for Spark: Machine learning models for discrete-time survival ...
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 23 downloads last month - 3 stars on GitHub - 3 maintainers
icare 0.1.0
ICARE models
7 versions - Latest release: almost 4 years ago - 1 dependent repositories - 83 downloads last month - 18 stars on GitHub - 1 maintainer
torchlife 0.0.2
Deep Learning for Survival Analysis
2 versions - Latest release: about 6 years ago - 1 dependent repositories - 175 downloads last month - 15 stars on GitHub - 1 maintainer
deepsurvk 0.2.2
Implementation of DeepSurv using Keras
6 versions - Latest release: about 5 years ago - 1 dependent repositories - 85 downloads last month - 51 stars on GitHub - 1 maintainer
survivors 1.8.0 ๐Ÿ’ฐ
Stay Alive. A Reliable and Interpretable Survival Analysis Library
16 versions - Latest release: 9 months ago - 1 dependent repositories - 82 downloads last month - 40 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
xgbse 0.3.3
Improving XGBoost survival analysis with embeddings and debiased estimators
10 versions - Latest release: about 2 years ago - 5 dependent packages - 7 dependent repositories - 24.8 thousand downloads last month - 342 stars on GitHub - 1 maintainer
bess 0.0.13
bess Python Package
12 versions - Latest release: over 5 years ago - 1 dependent repositories - 259 downloads last month - 17 stars on GitHub - 1 maintainer
fife 1.6.2
Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis a...
14 versions - Latest release: over 2 years ago - 1 dependent repositories - 144 downloads last month - 23 stars on GitHub - 3 maintainers
icgc-survival 0.2.3
A framework for survival prediction and analysis of ICGC datasets
5 versions - Latest release: about 7 years ago - 1 dependent repositories - 24 downloads last month - 0 stars on GitHub - 1 maintainer
kaplanmeier 0.2.0 ๐Ÿ’ฐ
Create survival curves using kaplanmeier, the log-rank test and making plots.
10 versions - Latest release: over 2 years ago - 6 dependent repositories - 781 downloads last month - 37 stars on GitHub - 1 maintainer
tno.mpc.protocols.kaplan-meier 1.0.4
Kaplan Meier using Paillier homomorphic encryption and a helper party
4 versions - Latest release: almost 2 years ago - 47 downloads last month - 2 stars on GitHub - 1 maintainer
orange3-survival-analysis 0.6.3 ๐Ÿ’ฐ
Survival Analysis add-on for Orange data mining software package.
12 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.76 thousand downloads last month - 3 stars on GitHub - 2 maintainers
predictr 0.1.31
Life Data Analysis for Reliability Engineers - Weibull Analysis, Detailed Plots, Compute Statistics
32 versions - Latest release: 3 months ago - 1 dependent repositories - 1.01 thousand downloads last month - 28 stars on GitHub - 1 maintainer
drsa 0.0.3
A PyTorch implementation of an adapted Deep Recurrent Survival Analysis model.
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 24 downloads last month - 21 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 26 python 23 statistics 10 competing-risks 9 biostatistics 9 kaplan-meier 8 data-science 8 cox-regression 8 reliability 7 deep-learning 7 pytorch 7 survival analysis 6 scikit-learn 6 time-to-event 5 bioinformatics 5 survival 5 survival-prediction 4 weibull 4 reliability-engineering 4 random-survival-forest 4 lifelines 4 reliability-analysis 4 causal-inference 4 Survival Analysis 4 random-forest 4 epidemiology 4 rust 3 feature-selection 3 regression 3 censored 3 polars 3 interpretability 3 registers 3 fine-gray 3 denmark 3 recurrent-events 3 censoring 3 insurance 3 actuarial 3 sample-size-calculator 2 uk-insurance 2 learning 2 langgraph 2 statistical-significance 2 experiment-analysis 2 cox-model 2 split-testing 2 kaplan meier 2 a-b-testing 2 machinelearning 2 maximum-likelihood 2 random-survival-forests 2 conversion-rate-optimization 2 analysis 2 hypothesis-testing 2 xai 2 power-analysis 2 p-value 2 confidence-interval 2 bayesian-ab-testing 2 python-statistics 2 product-analytics 2 sequential-testing 2 numba 2 experimentation-platform 2 multi-omics 2 machine learning 2 growth 2 frailty 2 difference-in-differences 2 failure-prediction 2 kaplan-meier-plot 2 distributions 2 transcriptomics 2 insurance-pricing 2 gradient-boosting 2 add-on' 2 'orange3 2 time-series-analysis 2 panel-analysis 2 rbd 2 t-test 2 forecasting 2 cox-proportional-hazard 2 time-series 2 cro 2 chi-square-test 2 engineering 2 Deep Learning 2 monte-carlo 2 cumulative-incidence 2 simulation 2 pricing 2 testing 2 ab-testing 2 mortality 2 log-rank-test 2 topology 1 Interpretable Machine Learning 1 eXplainalbe Artificial Intelligence 1