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IT Nursery > News > numpy

numpy

Programming, Python
IT Nursery

Python memory usage of numpy arrays

I’m using python to analyse some large files and I’m running into memory issues, so I’ve been using sys.getsizeof() to try and keep ...
  • May 31, 2022
  • 0 Comments
Programming, Python
IT Nursery

How to flatten only some dimensions of a numpy array

Is there a quick way to “sub-flatten” or flatten only some of the first dimensions in a numpy array? For example, given a ...
  • May 31, 2022
  • 0 Comments
Programming, Python
IT Nursery

Counting unique values in a column in pandas dataframe like in Qlik?

If I have a table like this: df = pd.DataFrame({ 'hID': [101, 102, 103, 101, 102, 104, 105, 101], 'dID':...
  • May 31, 2022
  • 0 Comments
Programming, Python
IT Nursery

A column-vector y was passed when a 1d array was expected

I need to fit RandomForestRegressor from sklearn.ensemble. forest = ensemble.RandomForestRegressor(**RF_tuned_parameters) model = forest.fit(train_fold, train_y) yhat = model.predict(test_fold) This code always worked until I ...
  • May 31, 2022
  • 0 Comments
Programming, Python
IT Nursery

NumPy or Pandas: Keeping array type as integer while having a NaN value

Is there a preferred way to keep the data type of a numpy array fixed as int (or int64 or whatever), while still ...
  • May 30, 2022
  • 0 Comments
Programming, Python
IT Nursery

Suppress Scientific Notation in Numpy When Creating Array From Nested List

I have a nested Python list that looks like the following: my_list = [[3.74, 5162, 13683628846.64, 12783387559.86, 1.81],...
  • May 30, 2022
  • 0 Comments
Programming, Python
IT Nursery

Extracting specific columns in numpy array

This is an easy question but say I have an MxN matrix. All I want to do is extract specific columns and store ...
  • May 30, 2022
  • 0 Comments
Programming, Python
IT Nursery

“Cloning” row or column vectors

Sometimes it is useful to “clone” a row or column vector to a matrix. By cloning I mean converting a row vector such ...
  • May 29, 2022
  • 0 Comments
Programming, Python
IT Nursery

Numpy: Get random set of rows from 2D array

I have a very large 2D array which looks something like this: a= [[a1, b1, c1], [a2, b2, c2], ...,...
  • May 29, 2022
  • 0 Comments
Programming, Python
IT Nursery

How to do exponential and logarithmic curve fitting in Python? I found only polynomial fitting

I have a set of data and I want to compare which line describes it best (polynomials of different orders, exponential or logarithmic). ...
  • May 29, 2022
  • 0 Comments

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