Sachin Abeywardana sachinruk

PhD in Machine Learning | ML Engineer @Canva | Deep Learning in Prod

sachinruk / property.html

Created January 6, 2024 03:02

property


	<!DOCTYPE html>
	<html id="XenForo" lang="en-GB" dir="LTR" class="Public NoJs GalleryLazyLoader LoggedOut Sidebar Responsive" xmlns:fb="http://www.facebook.com/2008/fbml">
	<head>

	<meta name="referrer" content="origin">
	<meta charset="utf-8" />
	<meta http-equiv="X-UA-Compatible" content="IE=Edge,chrome=1" />

	<meta name="viewport" content="width=device-width, initial-scale=1" />

sachinruk / asymmetric_loss.py

Created January 23, 2023 11:10

Asymmetric loss for mult-label classification

	import torch
	import torch.nn as nn
	import torch.nn.functional as F


	class AsymmetricLoss(nn.Module):
	def __init__(
	self,
	gamma_neg: float = 4.0,
	gamma_pos: float = 1.0,

sachinruk / docker_install.sh

Created December 31, 2019 11:06

	sudo apt-get update
	sudo apt-get install -y \
	apt-transport-https \
	ca-certificates \
	curl \
	gnupg-agent \
	software-properties-common

	curl -fsSL https://download.docker.com/linux/ubuntu/gpg \| sudo apt-key add -

sachinruk / histograms.ipynb

Created May 5, 2019 05:18

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sachinruk / Python Cholesky Decomposition.ipynb

Created March 31, 2017 02:20

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sachinruk / RandomWalk.ipynb

Last active March 20, 2017 04:35

pymc3 multivariate normal random walk

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