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⚠️ The following instruction is written on 25 Jul 2020 (= old).

4 steps to get a docker running with GPU on Ubuntu 20.04

Environment

• Ubuntu 20.04
• CUDA 10.2
• Docker Latest

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---
- hosts: all
  vars:
    ansible_connect_timeout: 300
  become: true
  tasks:
    - name: Update and upgrade apt packages
      apt:
        update_cache: yes
        upgrade: yes

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How to set up Ubuntu Server 20.04 with GPU to use TensorFlow and Pytorch via JupyterLab on Docker

Environment

• Ubuntu Server 20.04
• CUDA Driver 10.2
• Docker 19.03
• NVIDIA Container Toolkit 2.3.0
• NVIDIA RTX 2080ti (or other supported GPUs)

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How to use Python Scholarly to get author and publication data from Google Scholar

⚠️ Just for reference. DO NOT abuse or your access could be banned.

• Author data
• Publication data

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from urllib.request import urlopen
import json, dateutil.parser
import matplotlib.pyplot as plt
plt.style.use('ggplot')

link = "https://raw.githubusercontent.com/tokyo-metropolitan-gov/covid19/development/data/data.json"

with urlopen(link) as f:
	data = json.load(f)

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How to set up a new centos 7 VM on MacOS

⚠️ As of Jan 13, 2020, there is a compatibility issue between VirtualBox and Vagrant, and thus, you need to use VirtualBox ver 6.0 rather than the latest ver 6.1.

Environments

Host

• MacOS 10.15.2
• Homebrew 2.2.1
• VirtualBox 6.0.14

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How to deploy Elasticsearch and Kibana on Docker

• Elasticsearch + Kibana: 6.6.2
• Java Memory: 1GB
• Create folders

ESK
├── docker-compose.yml
└── es-data

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FROM jupyter/datascience-notebook

RUN pip install --upgrade pip
RUN pip install jupyterlab
RUN jupyter serverextension enable --py jupyterlab

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How to calculate precision and recall of CACM collection with NTCIREVAL

Well, it doesn't quite calculate precision and recall, actually.

Download

• CACM collection
• NTCIREVAL

Uncompress the tar balls