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Ubuntu 22.04 for Deep Learning

In the name of God

This gist contains steps to setup Ubuntu 22.04 for deep learning.


Install Ubuntu 22.04

Более удобной и актуальной версией является эта статья с использованием traefik

https://gist.github.com/dancheskus/365e9bc49a73908302af19882a86ce52


Certbot и nginx, как обратный прокси в Docker (пример с 2 react проектами)

В результате будет 2 react проекта на 1 сервере доступных по разным ссылкам

@sairamkrish
sairamkrish / object_to_dict_recursive.py
Last active August 24, 2023 23:25
Python object to dictionary - recursively convert
'''
Generic object to dict converter. Recursively convert.
Useful for testing and asserting objects with expectation.
'''
def todict(obj, classkey=None):
if isinstance(obj, dict):
data = {}
for (k, v) in obj.items():
data[k] = todict(v, classkey)
class NeuMF(torch.nn.Module):
def __init__(self, config):
super(NeuMF, self).__init__()
#mf part
self.embedding_user_mf = torch.nn.Embedding(num_embeddings=self.num_users, embedding_dim=self.latent_dim_mf)
self.embedding_item_mf = torch.nn.Embedding(num_embeddings=self.num_items, embedding_dim=self.latent_dim_mf)
#mlp part
self.embedding_user_mlp = torch.nn.Embedding(num_embeddings=self.num_users, embedding_dim=self.latent_dim_mlp)
@vladkras
vladkras / default.conf
Last active January 17, 2024 09:59
NGINX redirect to app store and google play based on user agent
location = /gotoapp {
if ($http_user_agent ~* "iphone|ipod|ipad|appletv") {
return 301 https://www.apple.com/lae/ios/app-store/;
}
if ($http_user_agent ~* "android") {
return 301 https://play.google.com/store;
}
if ($http_user_agent ~* "Windows") {
return 301 https://www.microsoft.com/store/apps?rtc=1;
@kaspergrubbe
kaspergrubbe / geonames_postgres.rb
Last active April 4, 2024 08:12
Import files from Geonames.com into a PostgreSQL database that runs Postgis
#!/usr/bin/env ruby
require 'open3'
require 'fileutils'
def run_command(command)
puts("+: " + command)
Open3.popen2e(command) do |stdin, stdout_stderr, wait_thread|
Thread.new do
stdout_stderr.each {|l| puts l }