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Showing posts with the label Indexing

How To Create A Sub-matrix In Numpy

I have a two-dimensional NxM numpy array: a = np.ndarray((N,M), dtype=np.float32) I would like to … Read more How To Create A Sub-matrix In Numpy

Remove Cell In A Csv File If A Certain Value Is There

I have two types of CSV files, and I want to merge them together. To do that, I want to locate cert… Read more Remove Cell In A Csv File If A Certain Value Is There

In Python, How Can I Find The Index Of The First Item In A List That Is Not Some Value?

Python's list type has an index(x) method. It takes a single parameter x, and returns the (inte… Read more In Python, How Can I Find The Index Of The First Item In A List That Is Not Some Value?

Pandas Assign The Groupby Sum Value To The Last Row In The Original Table

For example, I have a table A id price sum 1 2 0 1 6 0 1 4 0 2 2 0 2 … Read more Pandas Assign The Groupby Sum Value To The Last Row In The Original Table

Tensorflow Indexing With Boolean Tensor

In numpy, with two arrays of the same shape, x and y, it is possible to do slices like this y[x >… Read more Tensorflow Indexing With Boolean Tensor

Dividing Time Intervals With Multiple Index Into Hourly Buckets In Python

here is the code for the sample data set I have data={'ID':[4,4,4,4,22,22,23,25,29], … Read more Dividing Time Intervals With Multiple Index Into Hourly Buckets In Python

Select Individual Rows From Multiindex Pandas Dataframe

I am trying to select individual rows from a multiindex dataframe using a list of multiindices. For… Read more Select Individual Rows From Multiindex Pandas Dataframe

How To Get All Indices Of Numpy Array, But Not In A Format Provided By Np.indices()

I would like to get all indices of 3x2 array using a NumPy function, produced in the same format, a… Read more How To Get All Indices Of Numpy Array, But Not In A Format Provided By Np.indices()

List Index Changes Multiple Elements

I couldn't find anything matching my problem, so hopefully this wasn't already mentioned so… Read more List Index Changes Multiple Elements

How To Efficiently Select Multiple Slices From An Array?

Given an array d = np.random.randn(100) and an index array i = np.random.random_integers(low=3, hi… Read more How To Efficiently Select Multiple Slices From An Array?

Numpy Interconversion Between Multidimensional And Linear Indexing

I'm looking for a fast way to interconvert between linear and multidimensional indexing in Nump… Read more Numpy Interconversion Between Multidimensional And Linear Indexing

Trouble Reshaping 3-d Numpy Array Into 2-d Numpy Array

I'm working on a problem with image processing, and my data is presented as a 3-dimensional Num… Read more Trouble Reshaping 3-d Numpy Array Into 2-d Numpy Array

Filtering Based On The "rows" Data After Creating A Pivot Table In Python Pandas

I have a set of data that I'm getting from a SQL database and reading into a pandas dataframe. … Read more Filtering Based On The "rows" Data After Creating A Pivot Table In Python Pandas

Separating A Dataframe By Date And Calculating Mathmetical Models Numpy Python

The data_list and the monthly_values array are in correlation with each other, so the data point &#… Read more Separating A Dataframe By Date And Calculating Mathmetical Models Numpy Python

Store Slice Index As Object

Say I have a list of lists of lists etc... of some depth: ExampleNestedObject = numpy.ones(shape = … Read more Store Slice Index As Object

Numpy: Find The Values Of Rows Given An Array Of Indexes

I have a 2D array of values and a 1D array of indexes. I want to pull the values from the index of … Read more Numpy: Find The Values Of Rows Given An Array Of Indexes

Assigning To A Wrapped Slice Of A Numpy Array

I have a large image A and a smaller image B, both expressed as 2-D numpy arrays. I want to use A a… Read more Assigning To A Wrapped Slice Of A Numpy Array

How To Set Single Element Of Multi Dimensional Numpy Array Using Another Numpy Array?

If we have a numpy array like: Array = np.zeros((2, 10, 10)) and we want to set one element of it… Read more How To Set Single Element Of Multi Dimensional Numpy Array Using Another Numpy Array?

Python Operator, No Operator For "not In"

This is a possibly silly question, but looking at the mapping of operators to functions I noticed t… Read more Python Operator, No Operator For "not In"

Numpy Indexing: Broadcasting With Boolean Arrays

Related to this question, I came across an indexing behaviour via Boolean arrays and broadcasting I… Read more Numpy Indexing: Broadcasting With Boolean Arrays