🏅 The Most Comprehensive List of Kaggle Solutions and Ideas 🏅

Overview

The Most Comprehensive List of Kaggle Solutions and Ideas

OverviewUsageSuggestionContribution


Overview

This repo consists of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. This list gets updated as soon as a new competition finishes. It allows you to search over the Kaggle past competitions solutions and ideas.

Usage

What you only need to do is fork the repo. Then it automatically comes to your Github website to which you can access https://.github.io/kaggle-solutions. After that you would be able to start learning form the past solutions of each competitions and take a note in markdown language.

Suggestion

If you want to learn a lot from the past competitions, try carefully read the followings for every single competition:

  • Description (Task)
  • Evaluation (Metric)
  • Data
  • Check top performers' profile in Leaderboard
  • Most voted Discussion
  • Most voted Kernels

Contribution

If you find other solutions beside the ones listed here I would suggest you to contribute to this repo by making a pull request.

Owner
Farid Rashidi
▪Predoctoral fellow at the National Cancer Institute ▪PhD student at the Indiana University
Farid Rashidi
[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

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Contrastive Loss Gradient Attack (CLGA)

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The code for paper "Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation" which is accepted by AAAI 2022

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On the Adversarial Robustness of Visual Transformer

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Official PyTorch implementation of the paper "Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory (SB-FBSDE)"

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Inference code for "StylePeople: A Generative Model of Fullbody Human Avatars" paper. This code is for the part of the paper describing video-based avatars.

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