Banus

from einops import rearrange
from torch import Tensor
import torch


def kronecker_decompose(
    A: Tensor, m: int, n: int, *, k: int = 1, niter: int = 10
) -> tuple[Tensor, Tensor]:
    """Frobenius-optimal decomposition of `A` into a sum of `k` Kronecker products.

Banus

# Mathieu Blondel, 2022
# BSD license

import numpy as np
from scipy.ndimage import convolve1d
from sklearn.metrics.pairwise import euclidean_distances


def smoothed_conjugate_conv(f, x, eps=1.0):
  """

Banus

# Source: @kastnerkyle
# https://twitter.com/kastnerkyle/status/1473361479143460872

import os
import random
import numpy as np
import torch

default_seed=4142
print("Setting all possible default seeds based on {}".format(default_seed))

Banus

 f234e94aedffdbd9a47092ac36ea1784da8bc50a third-party/ATen (remotes/origin/sync_test-25-gf234e94)
 5651c4ce0279c895cbb1d1eeecc6594cc8791103 third-party/caffe2 (v0.8.1-1126-g5651c4c)
 af4eeb5c50b02a76a0f89471da00032c26973d41 third-party/caffe2/third_party/FP16 (heads/master)
 a9feb41dc9d05e59604c114c6b6a893d842b9d7b third-party/caffe2/third_party/FXdiv (heads/master)
 db3a4439d233276e25681fb4735b7f8e674dda65 third-party/caffe2/third_party/NNPACK (heads/master)
 c80d6f7a924b53942b569b45278517565ea43d82 third-party/caffe2/third_party/aten (remotes/origin/sync_test-11-gc80d6f7)
 491360b833aaab96818dce256a8409f6296dd995 third-party/caffe2/third_party/benchmark (v1.2.0-28-g491360b)
 e135eff731cff8b1a3b1dec904e9c79e989051ec third-party/caffe2/third_party/cpuinfo (e135eff)
 285aeebaa34b0e8a7670867a2e66c1a52d998d6a third-party/caffe2/third_party/cub (v1.7.3-1-g285aeeb)
 4e79cb69b9425f5f8c3a84be4350d4ab75b5fd9d third-party/caffe2/third_party/eigen (3.3.0-601-g4e79cb6)

Banus

Mendeley command for Backtick.

How to add this command:

1. Copy the ID of your Gist from the URL. (7619625)

2. Paste the ID into the custom commands field in the Backtick settings. You can easily access the settings by clicking the Backtick icon on the command execution console.