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@mblondel
mblondel / svm.py
Last active April 21, 2024 13:41
Support Vector Machines
# Mathieu Blondel, September 2010
# License: BSD 3 clause
import numpy as np
from numpy import linalg
import cvxopt
import cvxopt.solvers
def linear_kernel(x1, x2):
return np.dot(x1, x2)
import argparse
from mock import Mock
m = Mock()
parser = argparse.ArgumentParser()
subparsers = parser.add_subparsers()
query_group = subparsers.add_parser('query')
add_group = subparsers.add_parser('add')
@snuggs
snuggs / .tmux.conf
Last active February 7, 2023 13:51
IDE & TMUX Configuration
############################################################################
# _
# | |_ _ __ ___ _ ___ __
# | __| '_ ` _ \| | | \ \/ /
# | |_| | | | | | |_| |> <
# \__|_| |_| |_|\__,_/_/\_\
#
# Cheatsheets:
# https://devhints.io/tmux
# `property not found` issue:
@gaubert
gaubert / .lftp.mockup.rc
Created February 11, 2011 08:56
~/.lftp.rc parameters detailed
########## SETTINGS
# On startup, lftp executes ~/.lftprc and ~/.lftp/rc. You can place aliases and 'set' commands
# there. Some people prefer to see full protocol debug, use 'debug' to turn the debug on.
# Certain commands and settings take a time interval parameter. It has the format Nx[Nx...], where N is time amount
# (floating point) and x is time unit: d - days, h - hours, m - minutes, s - seconds. Default unit is second. E.g.
# 5h30m or 5.5h. Also the interval can be 'infinity', 'inf', 'never', 'forever' - it means infinite interval. E.g.
# 'sleep forever' or 'set dns:cache-expire never'.
@cdown
cdown / gist:1163649
Last active April 9, 2024 01:10
Bash urlencode and urldecode
urlencode() {
# urlencode <string>
old_lc_collate=$LC_COLLATE
LC_COLLATE=C
local length="${#1}"
for (( i = 0; i < length; i++ )); do
local c="${1:$i:1}"
case $c in
@brantfaircloth
brantfaircloth / mult_prod_single_consume.py
Created October 1, 2011 07:06
Python multiprocessing: multiple producers, single consumer
import time
import random
from multiprocessing import Process, Queue, JoinableQueue, cpu_count
""" Adjust time.sleep() values to see action of consumer """
def work(id, jobs, result):
while True:
task = jobs.get()
if task is None:
@simme
simme / Install_tmux
Created October 19, 2011 07:55
Install and configure tmux on Mac OS X
# First install tmux
brew install tmux
# For mouse support (for switching panes and windows)
# Only needed if you are using Terminal.app (iTerm has mouse support)
Install http://www.culater.net/software/SIMBL/SIMBL.php
Then install https://bitheap.org/mouseterm/
# More on mouse support http://floriancrouzat.net/2010/07/run-tmux-with-mouse-support-in-mac-os-x-terminal-app/
@mislav
mislav / aprompt.png
Last active February 11, 2024 06:40
My zsh prompt. No oh-my-zsh needed
aprompt.png
@gingerlime
gingerlime / change_db_owner.sh
Created April 24, 2012 19:32
Postgresql - Changing ownership on all tables
#!/bin/bash
usage()
{
cat << EOF
usage: $0 options
This script set ownership for all table, sequence and views for a given database
Credit: Based on http://stackoverflow.com/a/2686185/305019 by Alex Soto
@jboner
jboner / latency.txt
Last active June 1, 2024 18:05
Latency Numbers Every Programmer Should Know
Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference 0.5 ns
Branch mispredict 5 ns
L2 cache reference 7 ns 14x L1 cache
Mutex lock/unlock 25 ns
Main memory reference 100 ns 20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy 3,000 ns 3 us
Send 1K bytes over 1 Gbps network 10,000 ns 10 us
Read 4K randomly from SSD* 150,000 ns 150 us ~1GB/sec SSD