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STUMPY is a powerful and scalable Python library for modern time series analysis
python data-science pattern-matching pydata dask numba motif-discovery time-series-analysis anomaly-detection time-series-data-mining matrix-profile time-series-segmentation
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
python machine-learning tensorflow numpy scikit-learn pandas pytorch xgboost lightgbm tensor dask ray dataframe statsmodels joblib
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
distributed-systems machine-learning sql spark distributed-computing pandas distributed dask data-practitioners
A distributed task scheduler for Dask
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
data-science machine-learning spark bigdata data-transformation pyspark data-extraction data-analysis data-wrangling dask data-exploration data-preparation data-cleaning data-profiling data-cleansing big-data-cleaning data-cleaner cudf dask-cudf
Scalable machine 🤖 learning for time series forecasting.
Eliot: the logging system that tells you *why* it happened
python elasticsearch numpy logging twisted tracing scientific-computing asyncio logging-library journald dask causality causation causality-analysis
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
tracking data-science statistics spark tensorflow plotly pandas data-visualization pytorch dataops matplotlib dask data-exploration pandas-summary dataframes data-quality-checks data-quality data-profiling explainable-ai mlops
Library of derived climate variables, ie climate indicators, based on xarray.
Distributed SQL Engine in Python using Dask
Geospatial image resampling in Python
A full pipeline AutoML tool for tabular data
sklearn tabular-data xgboost semi-supervised-learning gpu-acceleration gbm lightgbm ensemble-learning dask preprocessing automl distributed-training datacleaning catboost pseudo-labeling dask-distributed rapidsai fullpipeline adversarial-validation
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