spillai

import inspect
import os
from functools import lru_cache
from typing import Any, Dict, Literal, Union

import requests
from loguru import logger
from PIL import Image
from diskcache import Cache

spillai

import logging
from itertools import islice
from pathlib import Path
from typing import Iterable

from nos.common.io import VideoReader
from PIL import Image
from pytube import Playlist, YouTube

logger = logging.getLogger(__name__)

spillai

import json
from base64 import b64encode
from io import BytesIO
from typing import Literal, Union

import requests
from PIL import Image


def pprint(data):

spillai

"""Basic dataset reader"""
# Author: Sudeep Pillai <spillai@csail.mit.edu>
# License: MIT

import cv2
import numpy as np
import os, fnmatch, time
import re
from itertools import izip, imap, chain
from collections import defaultdict, namedtuple

spillai

// Compile with:
// clang++ -std=c++11 -shared -l boost_python3 -I /usr/include/python3.2mu -fPIC -o bptuple.so tuple-test.cpp

#include <tuple>
#include <string>
#include <boost/python.hpp>

namespace py = boost::python;

using std::string;

spillai

#!/bin/bash
sudo apt-get update
sudo apt-get install gcc
wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1204/x86_64/cuda-repo-ubuntu1204_5.5-0_amd64.deb
sudo dpkg -i cuda-repo-ubuntu1204_5.5-0_amd64.deb
sudo apt-get update
sudo apt-get install cuda
export PATH=/usr/local/cuda-5.5/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda-5.5/lib64:$LD_LIBRARY_PATH
sudo apt-get install opencl-headers python-pip python-dev python-numpy python-mako

spillai

### MATPLOTLIBRC FORMAT

# This is a sample matplotlib configuration file - you can find a copy
# of it on your system in
# site-packages/matplotlib/mpl-data/matplotlibrc.  If you edit it
# there, please note that it will be overridden in your next install.
# If you want to keep a permanent local copy that will not be
# over-written, place it in HOME/.matplotlib/matplotlibrc (unix/linux
# like systems) and C:\Documents and Settings\yourname\.matplotlib
# (win32 systems).

spillai

tmux cheat sheet

(C-x means ctrl+x, M-x means alt+x)

Prefix key

The default prefix is C-b. If you (or your muscle memory) prefer C-a, you need to add this to ~/.tmux.conf:

remap prefix to Control + a

spillai

import numpy as np, numpy.linalg as linalg
def fast_svd(M, k):
    p = k+5
    Y = np.dot(M, np.random.normal(size=(M.shape[1],p)))
    Q,r = linalg.qr(Y)
    B = np.dot(Q.T,M)
    Uhat, s, v = linalg.svd(B, full_matrices=False)
    U = np.dot(Q, Uhat)
    return U.T[:k].T, s[:k], v[:k]

spillai

import numpy as np, numpy.linalg as linalg
def fast_svd(M, k):
    p = k+5
    Y = np.dot(M, np.random.normal(size=(M.shape[1],p)))
    Q,r = linalg.qr(Y)
    B = np.dot(Q.T,M)
    Uhat, s, v = linalg.svd(B, full_matrices=False)
    U = np.dot(Q, Uhat)
    return U.T[:k].T, s[:k], v[:k]