| rm -rf /etc/systemd/system/ceph* | |
| killall -9 ceph-mon ceph-mgr ceph-mds | |
| rm -rf /var/lib/ceph/mon/ /var/lib/ceph/mgr/ /var/lib/ceph/mds/ | |
| pveceph purge | |
| apt -y purge ceph-mon ceph-osd ceph-mgr ceph-mds | |
| rm /etc/init.d/ceph | |
| for i in $(apt search ceph | grep installed | awk -F/ '{print $1}'); do apt reinstall $i; done | |
| dpkg-reconfigure ceph-base | |
| dpkg-reconfigure ceph-mds | |
| dpkg-reconfigure ceph-common |
| from collections import OrderedDict | |
| import numpy as np | |
| import matplotlib | |
| matplotlib.use('TkAgg') | |
| import warnings; | |
| with warnings.catch_warnings(): | |
| warnings.simplefilter("ignore"); | |
| import matplotlib.pyplot as plt | |
| from skimage.transform import rescale |
| import mmap | |
| import torch | |
| import json | |
| import os | |
| from huggingface_hub import hf_hub_download | |
| def load_file(filename, device): | |
| with open(filename, mode="r", encoding="utf8") as file_obj: | |
| with mmap.mmap(file_obj.fileno(), length=0, access=mmap.ACCESS_READ) as m: |
| import asyncio | |
| import fractions | |
| import logging | |
| import threading | |
| import time | |
| from typing import Optional, Set, Tuple | |
| import av | |
| from av import AudioFrame, VideoFrame | |
| from aiortc.mediastreams import AUDIO_PTIME, MediaStreamError, MediaStreamTrack |
| ############################################################################## | |
| # | |
| # Name: hello_world_plugin.py | |
| # Auth: @cmatthewbrooks | |
| # Desc: A test plugin to learn how to make these work; Specifically, how to | |
| # have multiple actions within the same plugin. | |
| # | |
| # In plain English, IDA will look for the PLUGIN_ENTRY function which | |
| # should return a plugin object. This object can contain all the | |
| # functionality itself, or it can have multiple actions. |
Gaussian processes (GPs) are a challenging area of Bayesian machine learning to get started with – from wrapping your head around dealing with infinite dimensional Gaussian distributions, to understanding kernel functions and how to choose the right one for the right task, all on top of having solid knowledge of Bayesian inference.
While primarily used as a powerful regression model with the ability to estimate uncertainty in predictions, GPs can also be used for classification, and have a very wide range of applications.
These are some of the resources I have used, or are planning to use in my on-going process of learning about GPs.
| var mediaJSON = { "categories" : [ { "name" : "Movies", | |
| "videos" : [ | |
| { "description" : "Big Buck Bunny tells the story of a giant rabbit with a heart bigger than himself. When one sunny day three rodents rudely harass him, something snaps... and the rabbit ain't no bunny anymore! In the typical cartoon tradition he prepares the nasty rodents a comical revenge.\n\nLicensed under the Creative Commons Attribution license\nhttp://www.bigbuckbunny.org", | |
| "sources" : [ "http://commondatastorage.googleapis.com/gtv-videos-bucket/sample/BigBuckBunny.mp4" ], | |
| "subtitle" : "By Blender Foundation", | |
| "thumb" : "images/BigBuckBunny.jpg", | |
| "title" : "Big Buck Bunny" | |
| }, | |
| { "description" : "The first Blender Open Movie from 2006", | |
| "sources" : [ "http://commondatastorage.googleapis.com/gtv-videos-bucket/sample/ElephantsDream.mp4" ], |
| # Using an LDAP test server we will authenticate the user newton | |
| # http://www.forumsys.com/tutorials/integration-how-to/ldap/online-ldap-test-server/ | |
| # method 1: using ldapwhoami | |
| # should return "Result: Success (0)" if authentication was successful | |
| ldapwhoami -vvv -h ldap.forumsys.com -D "uid=newton,dc=example,dc=com" -x -w password | |
| # method 2: using ldapsearch | |
| # should return "result: 0 Success" if authentication was successful | |
| ldapsearch -h ldap.forumsys.com -x -D uid=newton,dc=example,dc=com -w password -b "dc=example,dc=com" "(uid=newton)" |
| // check version | |
| node -v || node --version | |
| // list locally installed versions of node | |
| nvm ls | |
| // list remove available versions of node | |
| nvm ls-remote | |
| // install specific version of node |
