senisioi

Towards the Internet as a Public Infrastructure

A Protocol of Fairness

^{_{Additive Increase Multiplicative Decrease by TCP Reno. The chainsaw graph illustrates how a node renounces its network resource usage once it identifies congestion.}}

I would like to start this short essay with a metaphor from the Internet. It’s about a way of allocating resources (bandwidth) in a fair manner so that everyone (both home-users and large organizations) can use the network.

senisioi

Transformers

Tutoriale

BERT este un model baza pe transformers care sunt compusi din mai multe operatii

Ca sa inteleg in ce consta modelul, as incepe asa:

1. un tutorial vizual de aici unde este prezentat mecanismul de multi-head self-attention

• arhitectura din tutorialul anterior este facuta pentru traducere automata, unde avem un encoder si un decoder

senisioi

******************************
Ner tag type: PERSON:
PERSON - proper nouns, including common nouns or pronouns if they refer to a person. (e.g. 'sister') 
     -> Ion Grigorescu
     -> președintele 
     -> persoane 
     -> Președintele 
     -> Dumnezeu 
     -> oameni 
     -> copii 

senisioi

 # /bin/bash
mkdir -p $HOME/bin && \
curl -L "https://github.com/docker/compose/releases/download/1.29.2/docker-compose-$(uname -s)-$(uname -m)" -o $HOME/bin/docker-compose && \
chmod +x $HOME/bin/docker-compose &&
echo 'export PATH=$HOME/bin:$PATH' >> ~/.bashrc && \
bash

senisioi

'''Raw script to crawl and pull github classroom repos when the classroom assistant hangs.
'''
import os
from bs4 import BeautifulSoup as BfSp
import requests

def dump_to_file(fis, content):
    with open(fis, 'w') as fout:
        fout.write(content)

senisioi

'''
ugly but effective for downloading archive books
here it's for Toward a theory of instruction, Jermoe Bruner
'''

import requests

h = {"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
"Accept-Encoding": "gzip, deflate, br",
"Accept-Language": "en-US,en;q=0.9,he;q=0.8,ro;q=0.7",

senisioi

export USER_TO_INSTALL=student

sudo useradd -m ${USER_TO_INSTALL} && \
sudo mkdir -p /home/${USER_TO_INSTALL}/.ssh && \
sudo cp ~/.ssh/authorized_keys /home/${USER_TO_INSTALL}/.ssh && \
sudo chown -R ${USER_TO_INSTALL}:${USER_TO_INSTALL} /home/${USER_TO_INSTALL}/.ssh && \
sudo chmod 0700 /home/${USER_TO_INSTALL}/.ssh && \
sudo chmod 0600 /home/${USER_TO_INSTALL}/.ssh/authorized_keys && \
sudo usermod -aG docker ${USER_TO_INSTALL} && \

senisioi

Build a server, start a community

$ echo "Starting from absolute scratch..."

Ingredients:

• hardware: computer, public ip connection say 89.133.41.2 (to be accessible from any place in the world)
• software: ubuntu (in isiZulu meaning "I am what I am because of who we all are.") operating system, some text editor, vim, ssh, cowsay, fortune

senisioi

def train(model, config)
    positive = config.get('positive', [])
    negative = config.get('negative', [])
    ood_path = []
    ood_label = None
    data, _ = get_data_for_config(positive, negative, ood_path, ood_label)

    run_name = config.get('name', get_normal_names(positive + negative))
    run_mode = config.get('mode', None)

senisioi

#/bin/bash
cd $HOME
wget http://wingware.com/pub/wingide-personal/6.0.10/wingide-personal-6.0.10-1-x86_64-linux.tar.bz2 && \
tar -xvf wingide-personal-6.0.10-1-x86_64-linux.tar.bz2 && \
mkdir -p $HOME/wingide && \
cd wingide-personal-6.0.10-1-x86_64-linux && \
python wing-install.py --winghome `readlink -f $HOME/wingide` --bin-dir `readlink -f $HOME/wingide` && \
echo "export PATH=$PATH:$HOME/wingide" | tee -a $HOME/.bashrc && \
exit 0