DoubleFloats.jl VS mlscorecheck

Compare DoubleFloats.jl vs mlscorecheck and see what are their differences.

DoubleFloats.jl

math with more good bits (by JuliaMath)
Julia Math floating-point accuracy Precision Performance extended-precision doubledouble
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mlscorecheck

Testing the consistency of binary classification performance scores reported in papers (by FalseNegativeLab)
accuracy Classification Consistency F1 Performance Precision recall scores sensitivity specificity retina skin-lesion ehg
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DoubleFloats.jl mlscorecheck
1 1
144 11
4.2% -
8.0 9.3
6 days ago about 1 month ago
Julia Jupyter Notebook
MIT License MIT License
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.

DoubleFloats.jl

Posts with mentions or reviews of DoubleFloats.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-30.
  • The Right Way to Compare Floats in Python
    4 projects | news.ycombinator.com | 30 Mar 2022
    https://github.com/JuliaMath/DoubleFloats.jl

    Of course, if you are calling BLAS/LAPACK, you are constrained to use floats, but the recommendation on DoubleFloats is clear: if you know you algorithms, use the increased precision only in the parts that matter

mlscorecheck

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

What are some alternatives?

When comparing DoubleFloats.jl and mlscorecheck you can also consider the following projects:

FFTW.jl - Julia bindings to the FFTW library for fast Fourier transforms

MAPIE - A scikit-learn-compatible module for estimating prediction intervals.

SpecialFunctions.jl - Special mathematical functions in Julia

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

game-engine-2d - Planimeter Game Engine 2D - LÖVE-based game engine for Lua

pycaret - An open-source, low-code machine learning library in Python

LogarithmicNumbers.jl - A logarithmic number system for Julia.

tsai - Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Hecke.jl - Computational algebraic number theory

F1_Quali_Prediction - Finding explainable models to predict Formula 1 Qualifying Results

NLopt.jl - Package to call the NLopt nonlinear-optimization library from the Julia language

gpu-benches - collection of benchmarks to measure basic GPU capabilities

DoubleFloats.jl vs FFTW.jl mlscorecheck vs MAPIE DoubleFloats.jl vs SpecialFunctions.jl mlscorecheck vs FLAML DoubleFloats.jl vs game-engine-2d mlscorecheck vs pycaret DoubleFloats.jl vs LogarithmicNumbers.jl mlscorecheck vs tsai DoubleFloats.jl vs Hecke.jl mlscorecheck vs F1_Quali_Prediction DoubleFloats.jl vs NLopt.jl mlscorecheck vs gpu-benches