JayGwod

Abstract

1. set up ur goal
2. break down into smaller goals and steps
3. research on every sub tasks: 3 - 5 resources, focus on resources that repetedly appear
4. remove barriers to pratice , avoid distractions: tv, Internet, friends, social media, focus and force urself to pratice
5. pre-commitment at least 20 hours to make it through (40 mins x 30day)

Source

JayGwod

科研工具

找论文

• 死磕论文前，不如先找齐一套好用的工具 - 机器之心的文章 - 知乎
• 如何找论文 - RainVector的文章 - 知乎

使用文献管理工具

Zotero 的安装及使用

JayGwod

# class PrettyTable

class PrettyTable(list):
    """ Overridden list class which takes a 2-dimensional list of 
        the form [[1,2,3],[4,5,6]], and renders HTML and LaTeX Table in 
        IPython Notebook. For LaTeX export two styles can be chosen."""
    def __init__(self, initlist=[], extra_header=None, print_latex_longtable=True):
        self.print_latex_longtable = print_latex_longtable
        if extra_header is not None:
            if len(initlist[0]) != len(extra_header):

JayGwod

The video will cover the following:

Step 1: Install AWS CLI

sudo pip install awscli

Pre-req: Python 2 version 2.6.5+ or Python 3 version 3.3+

Pre-req: pip is installed

JayGwod

Reading research papers

• Compile list of papers. (arXiv, medium/blog posts.)
• Skip around the list.
  • 5 - 20 papers: a basic understanding of an area.
  • 50 - 100 papers: a very good understanding of an area.

Reading 1 paper

Take multiple passes through the paper:

JayGwod

CS230 focuses on deep learning and goes the deepest in the practical know-how in how to apply these algorithms.

What has happened in the last decade is, the amount of math you need to be a great machine learning person has actually decreased. Do less math in CS230 but spend more time teaching you the practical know-how of how to actually apply these algorithms.

Internet era

Schopping mall + website ≠ Internet company:

• A/B testing
• Short shipping times.

JayGwod

dotless-de/vagrant-vbguest#311 (comment)

The same on VirtualBox 5.2.20 and 5.2.18. centos/7 Vagrant box v1809.01 kernel-devel-3.10.0-957.1.3.el7.x86_64 was installed instead of kernel-devel-3.10.0-862.14.4.el7.x86_64.

Indeed, same issue here. I got around this by updating the kernel to 3.10.0-957, but this is just a temporary workaround, must be a better way, e.g.

• vagrant up ... until it fails as above
• vagrant ssh

JayGwod

black
isort
autopep8
pylint
pylint-django

JayGwod

Field Names

1. Unique, descriptive name that is meaningful
2. Accurate, clear, and unambiguous
3. minimum number of words
4. Avoid word that convey physical characteristics
5. Avoid where possible acronyms and abbreviations

Ideal Fields

JayGwod

// SPDX-License-Identifier: MIT

pragma solidity >=0.6.0 <0.9.0;

interface AggregatorV3Interface {
  function decimals() external view returns (uint8);

  function description() external view returns (string memory);

  function version() external view returns (uint256);