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Releases: HowToSD/ComfyUI-Data-Analysis

v3.1.0

11 Jun 04:28

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This release contains:

  1. Bug fix for nodes that show strings. The bug was that those nodes may not display text or make the system hang:
  • CDAShowInt
  • CDAShowFloat
  • PandasShowDataFrame
  • PandasShowText
  • PandasShowSeries
  • NumpyShow
  • PandasShowIndex
  1. Added lxml package as a dependency for parsing html for PandasLoadHTML node.
  2. Added PandasExcelFileSheetNames & PyListToString nodes for viewing the list of sheets in an Excel file.
    To display the list, add PandasExcelFileSheetNames node, specify the Excel file name. Then connect output to PyListToString node to convert the list to a string, then connect the output to Pandas Show Text node to display the string. Refer to examples/workflows/excel_file_sheet_names.json.

v3.0.7

19 Mar 03:31

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Created Seaborn wrapper nodes to directly generate a plot or a chart from PyTorch tensors:

  • SNS Bar Chart Pt
  • SNS Histogram Pt
  • SNS Line Plot
  • SNS Scatter Pt

v3.0.5

14 Mar 09:54

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Added Pandas Feature Split To Pt and Pandas Replace Advanced nodes.

v3.0.3

10 Mar 22:57

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Removed PyTorch wrapper nodes. They were moved to ComfyUI-Py-Wrapper extension.

v2.0.11

08 Mar 11:46

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Added below nodes:

Image resizing nodes

  • Pt Interpolate By Scale Factor
  • Pt Interpolate To Size
  • Pt Pad
  • Pt Crop

ComfyUI Image data type to Tensor conversion

  • Pt From Image Transpose
  • Pt To Image Transpose
    These nodes transpose channels from/to H,W,C for images to/from C,H,W for tensors.

PyTorch image classification model prediction

  • Pt Predict classification model

v.2.0.10

08 Mar 00:03

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Added more logical operation nodes:

  • Pandas Eq Scalar Float
  • Pandas Eq Scalar Int
  • Pandas Ge Scalar Float
  • Pandas Ge Scalar Int
  • Pandas Gt Scalar Float
  • Pandas Gt Scalar Int
  • Pandas Le Scalar Float
  • Pandas Le Scalar Int
  • Pandas Lt Scalar Float
  • Pandas Lt Scalar Int
  • Pandas Ne Scalar Float
  • Pandas Ne Scalar Int

Added Series creation nodes:

  • Pandas Create series From List
  • Pandas Create series From List index List

Added a boolean index node that takes a DataFrame and a Series containing boolean index:

  • Pandas Boolean Index

Added a node to select a column as series:

  • Pandas Select Column As Series

v2.0.9

07 Mar 20:08

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Added following nodes:

Logical operations

  • Pandas Le
  • Pandas Lt
  • Pandas Ge
  • Pandas Gt
  • Pandas Ne
  • Pandas Eq

Python wrapper

  • Py String To Dict
  • Py String to List

DataFrame creation

  • Pandas Create From Dict Index List
    You can use Py String To Dict to set cell values and Py String to List to set index values to feed to this node.

v2.0.8

07 Mar 07:11

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Added Ptv Transforms Resize node to resize image data. Added workflows and PyTorch model training tutorials.

v2.0.7

07 Mar 02:48

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Added Ptv Image Folder Dataset node. This will allow the user to train an image classification model using their own custom dataset. This feature was tested using a new synthetic dog and cat dataset. I will add documentation on how to use this feature including a note on the example dataset.

v2.0.6

06 Mar 02:32

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Added below nodes:

Data type conversion for Python

  • Py Datetime To String
  • Py Float To String
  • Py Int To String
  • Py String To Datetime
  • Py String To Float
  • Py String To Int

At support

  • Pandas At Datetime
  • Pandas At Float
  • Pandas At Int
  • Pandas At String
  • Pandas At Set Datetime
  • Pandas At Set Float
  • Pandas At Set Int
  • Pandas At Set String

Iat support

  • Pandas Iat Datetime
  • Pandas Iat Float
  • Pandas Iat Int
  • Pandas Iat String
  • Pandas Iat Set Datetime
  • Pandas Iat Set Float
  • Pandas Iat Set Int
  • Pandas Iat Set String