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[ENH] Histogram distribution#335

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ShreeshaM07 wants to merge 31 commits intosktime:mainsktime/skpro:mainfrom ShreeshaM07:dev2ShreeshaM07/skpro:dev2Copy head branch name to clipboard

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Commits on May 16, 2024

• [ENH] Histogram distribution

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• bin_width when list

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Commits on May 17, 2024

• parameterization different

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Commits on May 19, 2024

• pdf using nnp.where

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• cdf implemented

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• mean and var implemented

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Commits on May 20, 2024

• ppf implementation

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Commits on May 21, 2024

• Tuple input for bins

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• params2 modified

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• Rectified mean and variance using E[X] and E[(X-mu)^2]

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• energy when x is outside the possible X

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Commits on May 24, 2024

• energy_x outside corrected

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• energy_x for when x is insede the bins range

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Commits on Jun 1, 2024

• Primitive array distribution init rework

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Commits on Jun 4, 2024

• solved test_pdf and test_ppf cases next _shuffle_distr and subsetting to solve

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Commits on Jun 6, 2024

• introduced single arr distr along with pre-existing 2D arr dist

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Commits on Jun 7, 2024

• plot() made to work and resolved test_sample and some other failing CIs

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• mean and var for single arr distr

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• ppf corrected when P is in 1st Bin

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• BaseArrayDistribution inherits BaseDistribution

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• 0 values in bin_mass caught

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• 0 val

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Commits on Jun 9, 2024

• solved subsetting issue now shuffle_distr and loc again for true shuffle

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Commits on Jun 10, 2024

• test_ppf when shuffled modified & shuffle distr made to work for array distr

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• plot() works now

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• energy_x implemented

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• np.floating

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• energy_self

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• merged skpro changed files

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• removed distributions.rst and init.py

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• Revert "merged skpro changed files"

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