CamDavidsonPilon / tdigestLinks
t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark
☆401Updated 2 years ago
Alternatives and similar repositories for tdigest
Users that are interested in tdigest are comparing it to the libraries listed below
Sorting:
- Pandas ExtensionDType/Array backed by Apache Arrow☆232Updated 2 years ago
- Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with …☆646Updated last week
- A Python library for unevenly-spaced time series analysis☆548Updated 7 months ago
- ☆162Updated 4 years ago
- A library for defensive data analysis.☆502Updated 5 years ago
- python implementation of the parquet columnar file format.☆354Updated 3 years ago
- A pure Python implementation of Apache Spark's RDD and DStream interfaces.☆271Updated last year
- Compiled Decision Trees for scikit-learn☆228Updated 5 months ago
- Robustly estimate trend and periodicity in a timeseries.☆376Updated 7 years ago
- Describing statistical models in Python using symbolic formulas☆973Updated this week
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 5 years ago
- Run IPython notebooks as command-line scripts, generate HTML reports☆452Updated 7 years ago
- Open-source Python library for statistical analysis of randomised control trials (A/B tests)☆342Updated 2 years ago
- python implementation of the parquet columnar file format.☆862Updated 2 weeks ago
- A garden for scikit-learn compatible trees☆288Updated last year
- Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler☆642Updated last year
- Start a cluster in EC2 for dask.distributed☆106Updated 4 years ago
- Design documents and code for the pandas 2.0 effort.☆304Updated 6 years ago
- SQL on dataframes - pandas and dask☆64Updated 7 years ago
- Implementation of statistical models to analyze time lagged conversions☆263Updated last year
- Sparkling Pandas☆364Updated 2 years ago
- Experimental docker-compose setup to bootstrap distributed on a docker-swarm cluster.☆91Updated 7 years ago
- A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines☆464Updated 2 years ago
- Hyper LogLog (native and sliding) cardinality counters☆240Updated 2 months ago
- Magic functions for using Jupyter Notebook with Apache Spark and a variety of SQL databases.☆171Updated 6 years ago
- Cython based wrapper for libavro☆25Updated 5 years ago
- dask-searchcv is now part of dask-ml: https://github.com/dask/dask-ml☆239Updated 7 years ago
- Unified interface for local and distributed ndarrays☆157Updated 7 years ago
- Implementations of the Portable Format for Analytics (PFA)☆127Updated 2 years ago
- Apache Mesos backend for Dask scheduling library☆28Updated 7 years ago