scikit-survival
autoprognosis
scikit-survival | autoprognosis | |
---|---|---|
1 | 2 | |
1,072 | 89 | |
- | - | |
8.9 | 5.0 | |
about 13 hours ago | 7 months ago | |
Python | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
scikit-survival
autoprognosis
- AutoPrognosis: Automating the model selection for clinical prognosis
-
[P] AutoPrognosis - A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
Code: https://github.com/vanderschaarlab/autoprognosis
What are some alternatives?
pycox - Survival analysis with PyTorch
hyperimpute - A framework for prototyping and benchmarking imputation methods
yellowbrick - Visual analysis and diagnostic tools to facilitate machine learning model selection.
auton-survival - Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
mars - Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
xgboost-survival-embeddings - Improving XGBoost survival analysis with embeddings and debiased estimators
m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies