Chris Albon chrisalbon

Director of Machine Learning at the Wikimedia Foundation

chrisalbon / gist:9affdbe840ac0a30fd5d0faa63169eb0

Created March 2, 2024 19:18

VSCode Terminal <-> File keyboard shortcut

	// Place your key bindings in this file to override the defaults
	[
	// Toggle between terminal and editor focus
	{
	"key": "ctrl+`",
	"command": "workbench.action.terminal.focus"
	},
	{
	"key": "ctrl+`",
	"command": "workbench.action.focusActiveEditorGroup",

chrisalbon / main.py

Last active July 5, 2023 00:23

Three Legged Auth To Tweet Something

	import tweepy
	from dotenv import load_dotenv
	import os

	# Constants
	load_dotenv()

	#Secrets
	CONSUMER_KEY = os.getenv("CONSUMER_KEY")
	CONSUMER_SECRET = os.getenv("CONSUMER_SECRET")

chrisalbon / gist:d3fb732e97cfb2e06c65f7a84e2b4fe2

Last active May 29, 2023 20:11

Quick And Dirty GPU Speed Test

	"""
	This module imports necessary libraries from PyTorch, torchvision, and sets up the device configuration for CUDA if available.
	It then sets hyperparameters for an application of a fully connected neural network on the MNIST dataset of handwritten digits.
	The MNIST dataset is loaded, transformed into tensors, and split into a training and a test dataset.

	The fully connected neural network architecture is defined with one hidden layer, after which the model is initiated.
	CrossEntropyLoss is used as the loss function, and Adam optimizer is used for optimization.

	Training is done for the specified number of epochs, where for each epoch, forward pass is performed, loss is calculated,
	backpropagation is applied, and the model parameters are updated.

chrisalbon / subscriptions.xml

Last active November 22, 2022 07:33

	<opml version="1.0">
	<head>
	<dateCreated>Mon, 21 Nov 2022 20:41:45 +0000</dateCreated>
	</head>
	<body>
	<outline text="FastML" title="FastML" type="rss" xmlUrl="http://fastml.com/atom.xml" htmlUrl="http://fastml.com/"/>
	<outline text="colah's blog" title="colah's blog" type="rss" xmlUrl="http://colah.github.io/rss" htmlUrl="http://colah.github.io/"/>
	<outline text="Math ∩ Programming" title="Math ∩ Programming" type="rss" xmlUrl="https://jeremykun.com/feed/" htmlUrl="https://jeremykun.com"/>
	<outline text="Pete Warden's blog" title="Pete Warden's blog" type="rss" xmlUrl="https://petewarden.com/feed/" htmlUrl="https://petewarden.com"/>
	<outline text="Two Minute Papers" title="Two Minute Papers" type="rss" xmlUrl="https://www.youtube.com/feeds/videos.xml?channel_id=UCbfYPyITQ-7l4upoX8nvctg" htmlUrl="https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg"/>

chrisalbon / Machine Learning RSS Feeds

Last active August 5, 2024 10:37

	<?xml version="1.0" encoding="UTF-8"?>
	<opml version="1.0">
	<head>
	<title>RSS subscriptions for [email protected]</title>
	<dateCreated>Sat, 27 Feb 2021 17:33:45 +0000</dateCreated>
	<ownerEmail>[email protected]</ownerEmail>
	</head>
	<body>
	<outline text="Google AI Blog" title="Google AI Blog" type="rss" xmlUrl="http://feeds.feedburner.com/blogspot/gJZg" htmlUrl="http://ai.googleblog.com/"/>
	<outline text="FastML" title="FastML" type="rss" xmlUrl="http://fastml.com/atom.xml" htmlUrl="http://fastml.com/"/>

chrisalbon / tweet_deleting_script.py

Last active February 25, 2022 08:01

	# -- coding: utf-8 --

	""" Deletes all tweets below a certain retweet threshold.
	"""

	import tweepy
	from datetime import datetime

	# Constants
	CONSUMER_KEY = ''

chrisalbon / gist:5de5c06d2c547637d90ceb82e0e5e68c

Created April 14, 2017 20:07

	### Keybase proof

	I hereby claim:

	* I am chrisalbon on github.
	* I am chrisalbon (https://keybase.io/chrisalbon) on keybase.
	* I have a public key ASBI8zFqR11PMiDce5FTxa7M57P8WLTxMkdLD-tt72qjjAo

	To claim this, I am signing this object:

chrisalbon / group by time of day in pandas

Created December 21, 2016 18:30

	import pandas as pd

	index = pd.date_range('1/1/2000', periods=20000, freq='30min')
	series = pd.Series(range(20000), index=index)

	series.groupby(series.index.hour).sum()

chrisalbon / gist:9de29e879ccbac5b6a2e

Created July 25, 2015 14:26

chrisalbon / gist:2d07b745a7e378cd2685

Created July 1, 2015 17:15

Testing Popily Embeds In Project Jupyter

	{
	"cells": [
	{
	"cell_type": "markdown",
	"metadata": {},
	"source": [
	"# Testing Popily Embeds In Project Jupyter"
	]
	},
	{