Toubi AntoineToubhans

AI Engineer

AntoineToubhans / dvc-streamlit-article-python-01.py

Created June 22, 2021 09:13

	import streamlit as st

	selected_commit = st.selectbox(
	"Choose your commit",
	[commit for commit in MODELS_COMMITS],
	format_func=lambda commit: f"{commit.hexsha[:6]} - {commit.message} - {commit.committed_datetime}",
	)

	st.write("Selected Commit", selected_commit)

AntoineToubhans / dvc-streamlit-article-python-00.py

Created June 22, 2021 09:12

	import git

	REPO = git.Repo(".")
	MODELS_COMMITS = list(REPO.iter_commits(paths="dvc.lock"))

AntoineToubhans / dvc-streamlit-article-pipeline-4.yaml

Created June 22, 2021 09:09

	stages:
	download_dataset: ...
	split_dataset: ...
	train: ...

	evaluate:
	cmd: python scripts/evaluate.py
	deps:
	- scripts/evaluate.py
	- data/dataset/test

AntoineToubhans / dvc-streamlit-article-pipeline-3.yaml

Created June 22, 2021 09:04

	stages:
	download_dataset: ...
	split_dataset: ...
	train: ...

	evaluate:
	cmd: python scripts/evaluate.py
	deps:
	- scripts/evaluate.py
	- data/dataset/test

AntoineToubhans / dvc-streamlit-article-pipeline-2.yaml

Created June 22, 2021 09:03

AntoineToubhans / dvc-streamlit-article-pipeline-1.yaml

Last active June 22, 2021 09:01

	stages:
	download_dataset: ...

	split_dataset:
	cmd: python scripts/split_dataset.py
	deps:
	- scripts/split_dataset.py
	- data/raw
	outs:
	- data/dataset/train

AntoineToubhans / dvc-streamlit-article-pipeline-0.yaml

Created June 22, 2021 08:45

dvc-streamlit-article

	stages:
	download_dataset:
	cmd: (
	wget https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip
	-O cats_and_dogs_filtered.zip &&
	unzip cats_and_dogs_filtered.zip -d data/raw &&
	rm cats_and_dogs_filtered.zip
	)
	outs:
	- data/raw

AntoineToubhans / check-git-branch-before-deploy.js

Created May 31, 2018 07:26

A tiny serverless plugin to check the current branch before deploy

	const exec = require('child_process').exec;


	class CheckGitBranchBeforeDeploy {
	constructor (serverless, options) {
	this.commands = {
	deploy: {
	lifecycleEvents: [
	'resources',
	]

AntoineToubhans / MongoTs_data_ingestion.py

Last active January 30, 2018 13:05

	import mongots
	from datetime import datetime
	from csv import DictReader

	temperature_collection = mongots.MongoTSClient().ClimaticDataDb.temperatures

	with open('./weather_data.csv') as file:
	reader = DictReader(file, delimiter=';')

	failed = 0

AntoineToubhans / gist:c38bd2d91087ae6da47c0f1c2e899cd3

Created November 27, 2017 08:30