1: Improving Our Features In the last mission, we made our first submission to Titanic: Machine Learning from Disaster, a machine learning competition on Kaggle. Our submission wasn't very high-scoring, though. There are three main ways we can improv…

1: The Competition We'll be learning how to generate a submission for a Kaggle competition. Kaggle is a site where you create algorithms, and compete against machine learning practitioners around the world. Your algorithm wins if it's the most accura…

https://en.wikipedia.org/wiki/Kaggle 以下内容,直接摘自维基百科,主要起到一个记录的作用,提醒自己有时间关注关注这个竞赛. Kaggle is a platform for predictive modelling and analytics competitions on which companies and researchers post their data and statisticians and data miners from all ove…

本文首发于个人博客https://kezunlin.me/post/6b505d27/,欢迎阅读最新内容! full guide tutorial to install and configure deep learning environments on linux server Quick Guide prepare tools MobaXterm (for windows) ssh + vscode for windows: drop files to MobaXterm to uploa…

Introduction In this competition you will predict how many yards a team will gain on a rushing play in an NFL regular season game. 在这场比赛中,你可以预测在NFL的常规赛中,一支球队在一场激烈的比赛中可以获得多少码的优势. You will loop through a series of rushing plays; for each play, you'll r…

Kaggle API使用教程 https://www.kaggle.com 的官方 API ,可使用 Python 3 中实现的命令行工具访问. Beta 版 - Kaggle 保留修改当前提供的 API 功能的权利. 重要提示:使用 1.5.0 之前的 API 版本提交的比赛可能无法正常工作.如果您在提交竞赛时遇到困难,请使用 来检查您的版本kaggle --version.如果低于 1.5.0,请更新pip install kaggle --upgrade. 一.安装Kaggle环境并配置…

如何使用Python在Kaggle竞赛中成为Top15 Kaggle比赛是一个学习数据科学和投资时间的非常的方式,我自己通过Kaggle学习到了很多数据科学的概念和思想,在我学习编程之后的几个月就开始了Kaggle比赛,最近还赢得了几个比赛. 要在Kaggle比赛中取得好成绩不仅仅是要求知道一些机器学习算法,而且要有一个准确的思维模式,好学,花大量的时间探索数据.虽然,在很多方面通常都不强调在开始Kaggle比赛的时候使用教程(tutorials),但是在这里,我将告诉大家如何开始Kaggle…

Kaggle Bike Sharing Demand Prediction – How I got in top 5 percentile of participants? Introduction There are three types of people who take part in a Kaggle Competition: Type 1: Who are experts in machine learning and their motivation is to compete…

What is your first plan of action when working on a new competition? 理解竞赛,数据,评价标准. 建立交叉验证集. 制定.更新计划. 检索类似竞赛和相关论文. What does your iteration cycle look like? Sacrifice a couple of submissions in the beginning of the contest to understand the importance…

参考https://medium.com/@yvettewu.dw/tutorial-kaggle-api-google-colaboratory-1a054a382de0 从本地上传到colab上十分慢,可以在colab下直接配置kaggle API方便下载. 首先要有kaggle账号,然后在My Account下找到Create New API Token.这个会下载一个json文件到本地机器上,打开json文件的形式应该如下所示: {"username":"YOUR-U…