omegaml
srez
omegaml | srez | |
---|---|---|
2 | 1 | |
94 | 5,288 | |
- | - | |
8.1 | 0.0 | |
2 days ago | over 6 years ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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.
omegaml
-
What are some open-source ML pipeline managers that are easy to use?
May I add, https://github.com/omegaml/omegaml
- Who uses Apache Airflow for MLOps? Enlighten me.
srez
-
What is something you 'learned' from a movie only to discover its not actually true?
Now you sorta can, with AI: https://github.com/david-gpu/srez
What are some alternatives?
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
tensorflow - An Open Source Machine Learning Framework for Everyone
MLflow - Open source platform for the machine learning lifecycle
Keras - Deep Learning for humans
xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
scikit-learn - scikit-learn: machine learning in Python
Metrics - Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
TFLearn - Deep learning library featuring a higher-level API for TensorFlow.
pdpipe - Easy pipelines for pandas DataFrames.
Pylearn2 - Warning: This project does not have any current developer. See bellow.