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Reduction operations #7

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opened 2024-01-03 14:31:30 +00:00 by julius · 0 comments
julius commented 2024-01-03 14:31:30 +00:00
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Methods

  • Sum: Calculates the sum of all elements.
  • Mean (Average): Computes the mean of the elements.
  • Product: Multiplies all elements together.
  • Min: Finds the minimum value.
  • Max: Identifies the maximum value.
  • Argmin: Returns the indices of the minimum value.
  • Argmax: Provides the indices of the maximum value.
  • Standard Deviation: Calculates the standard deviation.
  • Variance: Computes the variance.
  • Norm: Calculates vector norms (e.g., L1, L2 norms).
  • Cumulative Sum: Each element is the cumulative sum up to that index.
  • Cumulative Product: Similar to cumulative sum, but with products.
  • Any: Checks if any element is True (for boolean tensors).
  • All: Checks if all elements are True (for boolean tensors).
  • Count Nonzero: Counts the number of non-zero elements.
## Methods - [ ] Sum: Calculates the sum of all elements. - [ ] Mean (Average): Computes the mean of the elements. - [ ] Product: Multiplies all elements together. - [ ] Min: Finds the minimum value. - [ ] Max: Identifies the maximum value. - [ ] Argmin: Returns the indices of the minimum value. - [ ] Argmax: Provides the indices of the maximum value. - [ ] Standard Deviation: Calculates the standard deviation. - [ ] Variance: Computes the variance. - [ ] Norm: Calculates vector norms (e.g., L1, L2 norms). - [ ] Cumulative Sum: Each element is the cumulative sum up to that index. - [ ] Cumulative Product: Similar to cumulative sum, but with products. - [ ] Any: Checks if any element is True (for boolean tensors). - [ ] All: Checks if all elements are True (for boolean tensors). - [ ] Count Nonzero: Counts the number of non-zero elements.
julius added the
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julius added this to the v0.1.0 milestone 2024-01-03 21:46:15 +00:00
julius added this to the manifold project 2024-01-06 00:29:07 +00:00
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