[P] Introducing confidenceinterval, the long missing python library for computing confidence intervals

• confidenceinterval

  1 116 5.8 Python

  The long missing library for python confidence intervals

• awesome-experimental-standards-deep-learning

  1 25 2.0 Python

  Repository collecting resources and best practices to improve experimental rigour in deep learning research.

Very neat! I will add this to https://github.com/Kaleidophon/experimental-standards-deep-learning-research :-)

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• PyForecastTools

  1 30 3.7 Python

  Forecast Verification/Validation Tools in Python

Nice to see a python implementation of deLong's method - I've had to use pROC (in R) for that in the past. For binary event analysis (among other things) there's also https://github.com/drsteve/PyForecastTools, which also has bootstrapped confidence intervals, or analytic CI using Wald or Agresti-Coull. The terminology is from weather literature, but it covers a lot of the same ground.

Suggest a related project