From 3d54ab78265b908ff362b6246000c51dc33a92b6 Mon Sep 17 00:00:00 2001 From: erdogant Date: Wed, 29 Apr 2020 00:40:24 +0200 Subject: [PATCH] sphnix updates --- docs/figs/example_fig1a.png | Bin 0 -> 43919 bytes docs/figs/example_fig1b.png | Bin 0 -> 51388 bytes docs/pages/doctrees/Algorithm.doctree | Bin 38714 -> 38255 bytes docs/pages/doctrees/Examples.doctree | Bin 5440 -> 7420 bytes docs/pages/doctrees/Save and Load.doctree | Bin 7160 -> 6937 bytes docs/pages/doctrees/distfit.distfit.doctree | Bin 79497 -> 87226 bytes docs/pages/doctrees/environment.pickle | Bin 35220 -> 34394 bytes docs/pages/html/Algorithm.html | 20 ++--- docs/pages/html/Examples.html | 79 +++++++++++------- docs/pages/html/Save and Load.html | 27 +++--- docs/pages/html/_images/example_fig1a.png | Bin 0 -> 43919 bytes docs/pages/html/_images/example_fig1b.png | Bin 0 -> 51388 bytes docs/pages/html/_sources/Algorithm.rst.txt | 13 ++- docs/pages/html/_sources/Examples.rst.txt | 62 +++++++++----- .../pages/html/_sources/Save and Load.rst.txt | 32 +++---- docs/pages/html/distfit.distfit.html | 42 +++++++++- docs/pages/html/genindex.html | 18 ++++ docs/pages/html/index.html | 5 +- docs/pages/html/objects.inv | Bin 1137 -> 1092 bytes docs/pages/html/searchindex.js | 2 +- docs/source/Examples.rst | 62 +++++++++----- docs/source/Save and Load.rst | 32 +++---- 22 files changed, 248 insertions(+), 146 deletions(-) create mode 100644 docs/figs/example_fig1a.png create mode 100644 docs/figs/example_fig1b.png create mode 100644 docs/pages/html/_images/example_fig1a.png create mode 100644 docs/pages/html/_images/example_fig1b.png diff --git a/docs/figs/example_fig1a.png b/docs/figs/example_fig1a.png new file mode 100644 index 0000000000000000000000000000000000000000..1c50abc9da3e3a9978d6ef29dd6d632303576369 GIT binary patch literal 43919 zcmce;by!wi_bm)60)m1f0tzT1-5{Nk($Wng0@B?j0-`9QbcaZ%G&hX`(nvQbA>Ezd z+&=H~{?7M(f1LBz@w!BW``-83Ypprwm}88!-#$^0x_agI6*M%otJ06fmC?{Hn8M#{ 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  • Goodness-of-fit
  • Predictions
  • -
  • Output parameters -
  • +
  • Output variables
  • Performance
  • @@ -270,23 +267,21 @@

    Predictions -

    Output parameters

    +
    +

    Output variables

    There are many output parameters provided by distfit. It all starts with the initialization:

    # Initialize model and select popular distributions
     dist = distfit(alpha=0.01)
     
    -
    -

    fit_transform

    The object now returns variables that are set by default, except for the alpha parameter (nothing else is provided). For more details, see the returns in the docstrings at distfit.distfit.distfit(). In the next step, input-data X can be provided:

    # Initialize model and select popular distributions
     dist.fit_transform(X)
     
    -

    The object can now be feeded with input data X that will add more output variables to the object. -Feeding the object is done with the fit and transform function. Instead of using the two functions seperately, it can be done with fit_transform: distfit.distfit.distfit.fit_transform().

    +

    The object can now be feeded with data X, using fit and transform function, that will add more output variables to the object. +Instead of using the two functions seperately, it can also be performed with fit_transform: distfit.distfit.distfit.fit_transform().

    The fit_transform outputs the variables summary, distributions and model

    dist.summary

    The summary of the fits across the distributions.

    @@ -307,9 +302,9 @@

    fit_transform -
    dist.distributions is a list containing the extracted pdfs from scripy

    The collected distributions.

    +
    dist.distributions is a list containing the extracted pdfs from scripy

    The collected distributions.

    -
    dist.model contains information regarding the best scoring pdf:

    +
    +
    +load(filepath, verbose=3)
    +

    Load learned model.

    +
    +
    Parameters
    +
      +
    • filepath (str) – Pathname to store pickle files.

    • +
    • verbose (int, optional) – Show message. A higher number gives more informatie. The default is 3.

    • +
    +
    +
    Returns
    +

    +
    +
    Return type
    +

    Object.

    +
    +
    +
    +
    plot(title='', figsize=10, 8, xlim=None, ylim=None, verbose=3)
    @@ -265,7 +285,6 @@
    Parameters
      -
    • model (dict) – The model that is created by the .fit() function.

    • title (String, optional (default: '')) – Title of the plot.

    • figsize (tuple, optional (default: (10,8))) – The figure size.

    • xlim (Float, optional (default: None)) – Limit figure in x-axis.

    • @@ -289,7 +308,6 @@
      Parameters
        -
      • model (dict) – The model that is created by the .fit() function.

      • n_top (int, optional) – Show the top number of results. The default is None.

      • figsize (tuple, optional (default: (10,8))) – The figure size.

      • ylim (Float, optional (default: None)) – Limit figure in y-axis.

      • @@ -332,6 +350,26 @@
    +
    +
    +save(filepath, verbose=3)
    +

    Save learned model in pickle file.

    +
    +
    Parameters
    +
      +
    • filepath (str) – Pathname to store pickle files.

    • +
    • verbose (int, optional) – Show message. A higher number gives more informatie. The default is 3.

    • +
    +
    +
    Returns
    +

    +
    +
    Return type
    +

    object

    +
    +
    +
    +
    transform(X, verbose=3)
    diff --git a/docs/pages/html/genindex.html b/docs/pages/html/genindex.html index 94cd4b5..2574648 100644 --- a/docs/pages/html/genindex.html +++ b/docs/pages/html/genindex.html @@ -171,8 +171,10 @@

    Index

    D | F + | L | M | P + | S | T
    @@ -205,6 +207,14 @@

    F

    +

    L

    + + +
    +

    M

      @@ -232,6 +242,14 @@

      P

    +

    S

    + + +
    +

    T

  • Performance
      diff --git a/docs/pages/html/objects.inv b/docs/pages/html/objects.inv index 2df0fed1acd1374fa26f60547b4d55bd06fea52d..4e386d12bbd8c919f3458602d8635fde008b09fe 100644 GIT binary patch delta 987 zcmV<110?+M2*e1GcYn){8#fTV^D7ugKw<-2tgpTq>jxIF5!nOhDo{g8B6fxxvpMTk zPWg@eUcMx3aww5AdL=rordd_wc2_qk6u7l=cOw3!-R^B`MBhkyPer+Qw{>kZi>qu- z85yr<8g;_~=$qpbXSjFi4AO0l_@4qxXSs&8vF&YAjp5=pg@3Lw?skPG^li)S?nWgm zg{p5n4)AAro5Fvr&ASzNhCenq@m83cvNtrv0tzwB##rUHZ2?NbgnBSS=?(qS^G3N{ z4lP#_{=*AzyGBBeOtFM{)Zlp2aHovUad|vqzxJwr@tXqIDXg@RFHtT6lN^1Byy277M#!a5R@P2E%Ti>TuNlJG0nU&=_Q#%o z#38eYX9-_Iyc!ziVg(-ZR|MjExUlO!K+T1N1JfD4yq%{=_}NYe5re}BfCcbAhMvEU%RJe=6Q&mtk$F*7FlUJYgT-v z!qp(82K>A3by&SNRR;++NU$Vv$X>S3`(dAtqkTx`hznL(?EHgFmyY>?PZv7$)XB~a zD1VkvUvo}W2#=r3-IzU;tOO-|&rv_gs996+4d`R^Hw*CUY%LNKXCMxzfyq44Un7HR z6;-RG`mL&75lG$Jq$k(8#zu6QMFCv^Q0cnaPz4|X$!)zY@i7)lQ^oZK-$-)s^-o^{ z^Yem}_HZ`9s}Y}o>8%mNuoE|gL_Y93xN1X%*m$ySKi`egb8u8<97xoR~nS%QB(g+zCaTrM!7=KJv J$iEh+naAMM>goUh delta 1033 zcmV+k1or#H2=NGzcYncd+c*%t^DDSWfNl#+kY0N$((WQa7IiChuLdpBHc^RmNh*nZ z>Tm4t?U(G36fIJ+Wp{J3HGJ=p8qPcom)5PNyW#Pd?)L9m&AUd>TguC|o2_e`tGEi+ z6v%iz)2JI}Eq!}jVupK@&LG@Y^ZzNZbcQLr)~0=#)UMI)<$nrG+qEq-`xh!1!Daoz zP~a1HuQVP8tL{qv|LH}kI$^# zHNxh|6ib+UWgTl8=A>3RE{{j-=T6q&FlZcE2;<+MsaoWmES%&k_9!S*oIYsAb8NAY z&@4|?!&ai1B!3H2nw|+OvNqt0ym>+j5Vn)lh_x^R&uB~9T%V46^ZnwUemUrnS~{Qp zH~sRPQdlZ3o}*j@COLW+dHo})H5W@Rji{Y`6s5>Gw^tqv0~kDeTpb7Yk@~obcu4pX zf@;1@o-b0m#%Mw#Q8}U9$rN~SK#)6NIpc03lKS?QrC4j7 z4+V+eP9CWzfQ5pP?&aT~|BR)^-jG-Ju{s(Tj9)Wy)p;>{rg}f*SR(SCK9Gv8MoxMr zrH{{Ta*oU$W7fD`73@ zHKaQ@oqxtZOEeia>F+JmpSgHMNpBtAx*S_gZXzqI9tsGB9(q4vqu|JZXX^jDh>=Dx zqo@*36m1GQDB!lf7aZCG<;*c^g`2CCpa7@@S^RDh@eUIDzq!$liS&hv!%ryC== z#f5qs-`X&Vn+WTE^=w`Z2DO;hgWAz^o<9I-VK}0lU=ucxlIsBzq)o$_zlfFFQA>kKe z1+qiZ()tU-C*Sn8)!J<@5XS%{qVN8J2thTUEKbW@=ONM$b{E*`Vn8BGuh>e4?;jV+ z`hVYbr^4!`sTw4pmw+TOWG~z2L%+`-qkTwL6lbbsvB#NHl|}R2PiM3@larPdP>@ic zb52wU^WAwH%4R_$tmN1z6fK{Y9%S|!yl zRrQ+K)N)OlD(AY6mo;=1fPbVnk^&!N@oK8LzF-?chPr;jE6`78D(L`+ z9$t<3#OlsqU--!{oKITY32$iiH*CyPcOF>~=0%@{z=Fi8<}`_Q`$k;ijg<$IPW8n! z$?35o`kJ9V)lu)t_WX7p3laPEKqHT6<6+
  • Residual Sum of Squares (RSS)