scikit-survival VS mars

Compare scikit-survival vs mars and see what are their differences.

mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions. (by mars-project)
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scikit-survival mars
1 -
1,072 2,678
- 0.2%
8.9 5.7
about 16 hours ago 4 months ago
Python Python
GNU General Public License v3.0 only Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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

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

mars

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

We haven't tracked posts mentioning mars yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing scikit-survival and mars you can also consider the following projects:

pycox - Survival analysis with PyTorch

modin - Modin: Scale your Pandas workflows by changing a single line of code

yellowbrick - Visual analysis and diagnostic tools to facilitate machine learning model selection.

eland - Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

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.

xarray - N-D labeled arrays and datasets in Python

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

Python-Schema-Matching - A python tool using XGboost and sentence-transformers to perform schema matching task on tables.

xgboost-survival-embeddings - Improving XGBoost survival analysis with embeddings and debiased estimators

alpha-zero-boosted - A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

autoprognosis - A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

dmatrix2np - Convert XGBoost's DMatrix format to np.array