VishDev12’s gists

VishDev12 / top2vec_breakdown.py

Created November 8, 2022 06:43

A linear breakdown of the main code flow of the Top2Vec model.

	# Setup and train the Doc2Vec model.
	self.model = Doc2Vec()

	# Get the vectors and indexes from the doc2vec model.
	self.word_vectors = self.model.wv.get_normed_vectors()
	self.word_indexes = self.model.wv.key_to_index
	self.vocab = list(self.model.wv.key_to_index.keys())
	self.document_vectors = self.model.dv.get_normed_vectors()

	# Use UMAP to create 5D embeddings of the document vectors.

VishDev12 / general-cpu-awsnodetemplate.yaml

Created October 16, 2022 05:26

An AWSNodeTemplate to configure the general-cpu provisioner.

	apiVersion: karpenter.k8s.aws/v1alpha1
	kind: AWSNodeTemplate
	metadata:
	name: general-cpu
	spec:
	subnetSelector:
	karpenter.sh/discovery: cluster-name
	securityGroupSelector:
	karpenter.sh/discovery: cluster-name

VishDev12 / general-cpu-provisioner.yaml

Created October 16, 2022 05:19

A Karpenter provisioner for general purpose workloads, with focus on cost control.

	# The default provisioner used by Karpenter.

	apiVersion: karpenter.sh/v1alpha5
	kind: Provisioner
	metadata:
	name: general-cpu
	spec:
	# Terminate nodes x seconds after
	# the last pod is removed from it.
	ttlSecondsAfterEmpty: 30

VishDev12 / docker-script.sh

Created October 12, 2022 15:31

Uses Docker to pull an Image to the machine.

	# Install the ECR Credential Helper that automatically authenticates with ECR.
	sudo yum install amazon-ecr-credential-helper -y

	# Configure Docker to use the credential helper.
	mkdir ~/.docker/
	cat > ~/.docker/config.json << EOF
	{
	"credsStore": "ecr-login"
	}
	EOF

VishDev12 / nerdctl-script.sh

Last active October 16, 2022 04:51

Uses nerdctl to pull an Image to the machine.

	# Install the ECR Credential Helper that automatically authenticates with ECR.
	sudo yum install amazon-ecr-credential-helper -y

	# Configure Docker to use the credential helper.
	mkdir ~/.docker/
	cat > ~/.docker/config.json << EOF
	{
	"credsStore": "ecr-login"
	}
	EOF

VishDev12 / prepull.pkr.hcl

Last active October 12, 2022 07:55

A Packer script to build EKS AMIs with Container Images baked in.

	packer {
	required_plugins {
	amazon = {
	version = ">= 0.0.2"
	source = "github.com/hashicorp/amazon"
	}
	}
	}

	variable "IMAGE" {

VishDev12 / general-runner.yaml

Last active July 30, 2022 07:12

Captures the two components needed for a runner using ARC.

	apiVersion: actions.summerwind.dev/v1alpha1
	kind: RunnerDeployment
	metadata:
	name: general-runner
	namespace: actions-runner-system
	spec:
	template:
	spec:
	metadata:
	labels:

VishDev12 / gh-actions-costs.csv

Last active July 29, 2022 18:36

Compares the compute costs of Github Actions with AWS.

VishDev12 / imagenet1000_clsidx_to_labels.txt

Created October 22, 2019 09:03

	{0: 'tench, Tinca tinca',
	1: 'goldfish, Carassius auratus',
	2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',
	3: 'tiger shark, Galeocerdo cuvieri',
	4: 'hammerhead, hammerhead shark',
	5: 'electric ray, crampfish, numbfish, torpedo',
	6: 'stingray',
	7: 'cock',
	8: 'hen',
	9: 'ostrich, Struthio camelus',

VishDev12 / index.html

Created February 25, 2018 15:31

JS Bin // source https://jsbin.com/movoxow

	<!DOCTYPE html>
	<html>
	<head>
	<meta charset="utf-8">
	<meta name="viewport" content="width=device-width">
	<title>JS Bin</title>
	</head>
	<body>

	<script id="jsbin-javascript">

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