jeremyschlatter

newswim

import { Link } from 'react-router-dom'
import { Badge, Col, Menu } from 'antd'

const StyledBadge = styled(Badge)`
    .ant-badge-count {
        background-color: #7ECBBF;
        color: white;
        box-shadow: 0 0 0 1px #d9d9d9 inset;
    }
`

stefancocora

Introduction

The purpose of this short howto is to show you how to:

• use openconnect [1] to connect to an enterprise cisco anyconnect endpoint
• whilst minimizing the amount of traffic that your route through the vpn connection

Usually VPN administrators will puth the default route to the users, so that all user traffic is routed through the vpn connection. This is to address the various security concerns around compromised user computers bridging external internet traffic into the secure VPN network.

While the VPN administrator can push routes to the clients, the client can ignore these default routes and establish client side routing so that only the required A.B.C.D/E network is routed through the VPN. All other traffic will still use the clients default route and default outbound internet connection.

pydevops

• 0.1. References
• 0.2. Other cheatsheets
• 0.3. Manage multiple gcloud config configurations
  • 0.3.1. Switch gcloud context with gcloud config
• 0.4. Credentials
• 0.5. info
• 0.6. projects
• 0.7. zones & regions
• 0.8. Organization
• 0.9. billing

OliverJAsh

See https://medium.com/unsplash/how-we-gradually-migrated-to-typescript-at-unsplash-7a34caa24ef1

TheNeuralBit

Scrabble Data in an Arrow file

538's data on 45 years of Scrabble games turned into an Arrow file

Usage:

$ python scrabble.py https://media.githubusercontent.com/media/fivethirtyeight/data/master/scrabble-games/scrabble_games.csv scrabble.arrow

Kruemelkatze

Theming Ant Design with Sass and Webpack

This is a solution on how to theme/customize Ant Design (which is written in Less) with Sass and webpack. Ant itself offers two solutions and a related article on theming, but these are only applicable if you use Less, the antd-init boilerplate or dva-cli.

What this solution offers:

• use a single sass-file to customize (no duplicate variables for your project and Ant)
• hot reload compatibility
• no dependencies on outdated npm modules
• easy integration with your existing webpack setup (webpack 3+ tested)

ukupat

How do roadmap, bro?

Collection of wisdom from other people.

Why you should stop using product roadmaps?

Read

• No split of ideation, planning and execution — they all happen concurrently all the time

ogrisel

from pickle import Pickler, load

try:
    from pickle import PickleBuffer
except ImportError:
    PickleBuffer = None
import copyreg
import os
import numpy as np
import time

atamborrino

Classic ML:

• Customer churn prediction using improved balanced random forests https://sci-hub.tw/10.1016/j.eswa.2008.06.121
• Predicting Customer Churn: Extreme Gradient Boosting with Temporal Data https://arxiv.org/pdf/1802.03396v1.pdf

Class imbalance:

• Handling class imbalance in customer churn prediction https://sci-hub.tw/10.1016/j.eswa.2008.05.027
• Learning from Imbalanced Classes https://www.svds.com/learning-imbalanced-classes/
• Scikit-learn contrib Imbalanced Learn http://contrib.scikit-learn.org/imbalanced-learn/stable/index.html

DL:

• Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline https://arxiv.org/pdf/1611.06455.pdf
• Exploiting Multi-Channels Deep Convolutional Neural Networks for Multivariate Time Series Classification http://staff.ustc.edu.cn/~cheneh/paper_pdf/2016/YiZheng-FCS2016.pdf