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@aparrish
aparrish / understanding-word-vectors.ipynb
Last active November 9, 2024 12:16
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@meyerjo
meyerjo / iou.py
Last active July 17, 2024 18:01
Python code to compute the intersection of two boundingboxes
def bb_intersection_over_union(boxA, boxB):
# determine the (x, y)-coordinates of the intersection rectangle
xA = max(boxA[0], boxB[0])
yA = max(boxA[1], boxB[1])
xB = min(boxA[2], boxB[2])
yB = min(boxA[3], boxB[3])
# compute the area of intersection rectangle
interArea = abs(max((xB - xA, 0)) * max((yB - yA), 0))
if interArea == 0:
@rwightman
rwightman / triplet_loss.py
Last active November 21, 2023 10:31
Hacky PyTorch Batch-Hard Triplet Loss and PK samplers
import torch
from torch import nn
import torch.nn.functional as F
from collections import OrderedDict
import math
def pdist(v):
dist = torch.norm(v[:, None] - v, dim=2, p=2)
return dist