shelonik

def f():
    for cluster in range(10000):
        expression = f'"cluster_id" = {cluster}'
        layer = QgsProject.instance().mapLayersByName('turn_cluster_trajectories')[0]
        layer.setSubsetString(expression)
        if len(layer) == 0:
            continue
        layer = QgsProject.instance().mapLayersByName('normalized_trace_turns')[0]
        layer.setSubsetString(expression)
        qgis.utils.iface.zoomToActiveLayer()

shelonik

from textwrap import wrap
import re
import itertools
import numpy as np
import matplotlib.pyplot as plt
from sklearn.metrics import confusion_matrix



def plot_confusion_matrix(

shelonik

set -g mouse on

# Vim-like panel navigation
bind h select-pane -L
bind j select-pane -D
bind k select-pane -U
bind l select-pane -R

# remap prefix from 'C-b' to 'Alt-e'
unbind C-b

shelonik

def set_random_seed(seed_value, use_cuda=True):
    np.random.seed(seed_value) # cpu vars
    torch.manual_seed(seed_value) # cpu  vars
    random.seed(seed_value) # Python
    os.environ['PYTHONHASHSEED'] = str(seed_value) # Python hash buildin
    if use_cuda: 
        torch.cuda.manual_seed(seed_value)
        torch.cuda.manual_seed_all(seed_value) # gpu vars
        torch.backends.cudnn.deterministic = True  #needed
        torch.backends.cudnn.benchmark = False

shelonik

# version 1.0
FROM ubuntu

RUN \
    apt-get update  && \
    apt-get install -y \
        vim \
        git

RUN \

shelonik

apt-get install -y openssh-server && \
sed -i "\$aPasswordAuthentication yes\nPermitRootLogin yes" /etc/ssh/sshd_config && \
echo 'root:docker' | chpasswd

shelonik

set smarttab
set smartindent

filetype plugin indent on
" show existing tab with 4 spaces width
set tabstop=4
" when indenting with '>', use 4 spaces width
set shiftwidth=4
" On pressing tab, insert 4 spaces
set expandtab

shelonik

#! /bin/bash

TEMP_DIR=/tmp


VERSION=`curl --silent "https://api.github.com/repos/protocolbuffers/protobuf/releases/latest" | grep -Po '"tag_name": "v\K.*?(?=")'`
echo "Version $VERSION will be installed"

[[ -z VERSION ]] && echo "Could not get version from github"

shelonik

import tensorflow as tf
from keras.backend.tensorflow_backend import set_session
config = tf.ConfigProto()
config.gpu_options.allow_growth = True
set_session(tf.Session(config=config))

shelonik

pip install jupyter_contrib_nbextensions
pip install jupyter_nbextensions_configurator
pip install yapf
jupyter contrib nbextension install --user
jupyter nbextensions_configurator enable --user

# Installation of vim_bindings
mkdir -p $(jupyter --data-dir)/nbextensions
# Now clone the repository
cd $(jupyter --data-dir)/nbextensions