```
├── .gitattributes
├── .gitignore
├── Gemfile
├── Gemfile.lock
├── LICENSE.md
├── README.md
├── _config.yml
├── _data/
├── competitions.yml
```
## /.gitattributes
```gitattributes path="/.gitattributes"
*.html linguist-detectable=true
*.md linguist-detectable=false
*.css linguist-detectable=false
*.yml linguist-detectable=false
*.lock linguist-detectable=false
*Gemfile linguist-detectable=false
*.py linguist-detectable=false
*.gitignore linguist-detectable=false
```
## /.gitignore
```gitignore path="/.gitignore"
### Jekyll ###
_site/
.sass-cache/
.jekyll-cache/
.jekyll-metadata
```
## /Gemfile
``` path="/Gemfile"
source "https://rubygems.org"
# Hello! This is where you manage which Jekyll version is used to run.
# When you want to use a different version, change it below, save the
# file and run `bundle install`. Run Jekyll with `bundle exec`, like so:
#
# bundle exec jekyll serve
#
# This will help ensure the proper Jekyll version is running.
# Happy Jekylling!
gem "jekyll", "~> 4.2.1"
# This is the default theme for new Jekyll sites. You may change this to anything you like.
gem "minima", "~> 2.5"
# If you want to use GitHub Pages, remove the "gem "jekyll"" above and
# uncomment the line below. To upgrade, run `bundle update github-pages`.
# gem "github-pages", group: :jekyll_plugins
# If you have any plugins, put them here!
group :jekyll_plugins do
gem "jekyll-feed", "~> 0.12"
end
# Windows and JRuby does not include zoneinfo files, so bundle the tzinfo-data gem
# and associated library.
platforms :mingw, :x64_mingw, :mswin, :jruby do
gem "tzinfo", "~> 1.2"
gem "tzinfo-data"
end
# Performance-booster for watching directories on Windows
gem "wdm", "~> 0.1.1", :platforms => [:mingw, :x64_mingw, :mswin]
gem "webrick", "~> 1.7"
```
## /Gemfile.lock
```lock path="/Gemfile.lock"
GEM
remote: https://rubygems.org/
specs:
addressable (2.8.0)
public_suffix (>= 2.0.2, < 5.0)
colorator (1.1.0)
concurrent-ruby (1.1.9)
em-websocket (0.5.3)
eventmachine (>= 0.12.9)
http_parser.rb (~> 0)
eventmachine (1.2.7)
ffi (1.15.4)
forwardable-extended (2.6.0)
http_parser.rb (0.8.0)
i18n (1.8.11)
concurrent-ruby (~> 1.0)
jekyll (4.2.1)
addressable (~> 2.4)
colorator (~> 1.0)
em-websocket (~> 0.5)
i18n (~> 1.0)
jekyll-sass-converter (~> 2.0)
jekyll-watch (~> 2.0)
kramdown (~> 2.3)
kramdown-parser-gfm (~> 1.0)
liquid (~> 4.0)
mercenary (~> 0.4.0)
pathutil (~> 0.9)
rouge (~> 3.0)
safe_yaml (~> 1.0)
terminal-table (~> 2.0)
jekyll-feed (0.15.1)
jekyll (>= 3.7, < 5.0)
jekyll-sass-converter (2.1.0)
sassc (> 2.0.1, < 3.0)
jekyll-seo-tag (2.7.1)
jekyll (>= 3.8, < 5.0)
jekyll-watch (2.2.1)
listen (~> 3.0)
kramdown (2.3.1)
rexml
kramdown-parser-gfm (1.1.0)
kramdown (~> 2.0)
liquid (4.0.4)
listen (3.7.0)
rb-fsevent (~> 0.10, >= 0.10.3)
rb-inotify (~> 0.9, >= 0.9.10)
mercenary (0.4.0)
minima (2.5.1)
jekyll (>= 3.5, < 5.0)
jekyll-feed (~> 0.9)
jekyll-seo-tag (~> 2.1)
pathutil (0.16.2)
forwardable-extended (~> 2.6)
public_suffix (4.0.6)
rb-fsevent (0.11.0)
rb-inotify (0.10.1)
ffi (~> 1.0)
rexml (3.3.9)
strscan
rouge (3.27.0)
safe_yaml (1.0.5)
sassc (2.4.0)
ffi (~> 1.9)
strscan (3.1.0)
terminal-table (2.0.0)
unicode-display_width (~> 1.1, >= 1.1.1)
unicode-display_width (1.8.0)
webrick (1.8.2)
PLATFORMS
arm64-darwin-21
arm64-darwin-22
arm64-darwin-23
arm64-darwin-24
x86_64-linux
DEPENDENCIES
jekyll (~> 4.2.1)
jekyll-feed (~> 0.12)
minima (~> 2.5)
tzinfo (~> 1.2)
tzinfo-data
wdm (~> 0.1.1)
webrick (~> 1.7)
BUNDLED WITH
2.5.16
```
## /LICENSE.md
MIT License
Copyright (c) 2018-2023 Farid Rashidi
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
## /README.md
The Most Comprehensive List of Kaggle Solutions and Ideas
Overview •
Usage •
Suggestion •
Contribution
## Overview
This repository compiles a comprehensive collection of solutions and ideas from top performers in past Kaggle competitions. The list is regularly updated after each competition concludes, making it easy to explore and search through previous winning strategies and insights.
## Usage
All you need to do is fork the repository. This will automatically create a copy on your GitHub account, accessible at `https://.github.io/kaggle-solutions`. From there, you can easily explore past competition solutions and take notes in markdown format to enhance your learning experience.
## Suggestion
To maximize your learning from past competitions, make sure to carefully review the following for each competition:
- Description (Task)
- Evaluation (Metric)
- Data
- Check top performers' profile in Leaderboard
- Most voted Discussion
- Most voted Kernels
## Contribution
If you discover a solution not listed here, please consider contributing to this repository by submitting a pull request.
## /_config.yml
```yml path="/_config.yml"
last_updated: April 5, 2025
title: Kaggle Solutions
description: Kaggle Solutions and Ideas by Farid Rashidi
baseurl: "/kaggle-solutions"
google_analytics_tracking_id: UA-122994885-1
markdown: kramdown
permalink: /:title
highlighter: rouge
kramdown:
input: GFM
auto_ids: true
syntax_highlighter: rouge
code_gold: '
'
code_silver: '
'
code_bronze: '
'
description_gold: '
'
description_silver: '
'
description_bronze: '
'
kernel_gold: '
'
kernel_silver: '
'
kernel_bronze: '
'
```
The content has been capped at 50000 tokens, and files over NaN bytes have been omitted. The user could consider applying other filters to refine the result. The better and more specific the context, the better the LLM can follow instructions. If the context seems verbose, the user can refine the filter using uithub. Thank you for using https://uithub.com - Perfect LLM context for any GitHub repo.