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Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

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Name		Name	Last commit message	Last commit date
Latest commit History 38 Commits
Analytics Vidhya		Analytics Vidhya
Codalab		Codalab
CrowdAI		CrowdAI
CrowdANALYTIX		CrowdANALYTIX
DataScienceChallenge		DataScienceChallenge
Driven Data		Driven Data
Innocentive		Innocentive
KDD Cup		KDD Cup
Kaggle		Kaggle
Machine Hack		Machine Hack
Numerai		Numerai
Tianchi		Tianchi
TunedIT		TunedIT
VizDoom AI competition(VDAIC)		VizDoom AI competition(VDAIC)
LICENSE		LICENSE
README.md		README.md

Repository files navigation

1. Kaggle

Regression

Elo Merchant Category Recommendation

5th Place Solution (Explanation)
7th Place Solution (Explanation)
10th Place Solution (Explanation)
11th Place Solution (Explanation)
19th Place Solution (Explanation)
21th Place Solution (Explanation)(code)

Classification

Santander Customer Transaction Prediction

1st Place Solution (Explanation)
2nd Place Solution (Explanation)(code)
5th Place Solution (Explanation)
7th Place Solution (Explanation)
9th Place Solution (Explanation)
10th Place Solution (Explanation)
29th Place Solution (Explanation)(code)

PetFinder.my Adoption Prediction

2nd Place Solution (Explanation)(code)
3rd Place Solution (Explanation & code)
6th Place Solution (Explanation & code)
8th Place Solution (Explanation & code)
10th Place Solution (Explanation & code)
Place Solution (Explanation & code)

Santander Product Recommendation

1st Place Solution (Explanation)
2nd Place Solution (Explanation)(code)(Blog)
3rd Place Solution - R language (Explanation & code)
4th Place Solution (Explanation)
5th Place Solution (Explanation)(code)
8th Place Solution (Explanation)(code)
11th Place Solution (Explanation)(code)

Text Classification

Jigsaw Unintended Bias in Toxicity Classification

2nd Place Solution (Explanation)
3rd Place Solution (Explanation)
4th Place Solution (Explanation)(code)(Kaggle Kernel)
8th Place Solution (Explanation)(code)

Quora Insincere Questions Classification

1st Place Solution (Explanation)
2nd Place Solution (Explanation)
3rd Place Solution (Explanation)(code)
4th Place Solution (Explanation)(code)
7th Place Solution (Explanation)

Quora Question Pairs

1st Place Solution (Explanation)
2nd Place Solution (Explanation)
3rd Place Solution (Explanation)
7th Place Solution (Explanation)
Some interesting solutions from the web (write-up)
24 Place Solution (Explanation)(code)

Toxic Comment Classification Challenge

1st Place Solution (Explanation)
2nd Place Solution (Explanation)
3rd Place Solution (Explanation)
27 Place Solution (Explanation)(code)
Collection of winning solutions (write-up)

Time series analysis

Web Traffic Time Series Forecasting

1st Place Solution (Explanation)(code)
2nd Place Solution (Explanation)(code)
3rd Place Solution (Explanation)
6th Place Solution (Explanation)(code)
Tips from the winning solutions (write-up)
General Approach (write-up)

Rossmann Store Sales

1st Place Solution (Explanation)
3rd Place Solution (Explanation)(code)

Coreference Resolution

Gendered Pronoun Resolution

1st Place Solution (Explanation)(code)
3rd Place Solution (Explanation)
Place Solution (Explanation)(code)
Place Solution (Explanation)(code)
Top solutions (write-up)

Signal Processing

LANL Earthquake Prediction

1st Place Solution (Explanation)(code)
2nd Place Solution (Explanation)
3rd Place Solution (Explanation)
5th Place Solution (Explanation)
Gold Medal Solutions (write-up)

Semantic Segmentation & Instance Segmentation

iMaterialist (Fashion) 2019 at FGVC6:

1st Place Solution (Explanation)(code)
2nd Place Solution(Explanation)
3rd Place Solution(Explanation)

TGS Salt Identification Challenge

1st Place Solution (Explanation)(code)
4th Place Solution (Explanation)(code)
9th Place Solution (Explanation)(code)

Airbus Ship Detection Challenge

1st Place Solution (Explanation)
6th Place Solution (Explanation)
8th Place Solution (Explanation)(code)
9th Place Solution (Explanation)
Few lessons learned (4th place) (Explanation)

2018 Data Science Bowl (DSB2018)

1st Place Solution (Explanation)(code)
2nd Place Solution (Explanation & code)
3rd Place Solution (Explanation)(code)
4th Place Solution (Explanation)(code)

2. DataHack by Analytics Vidya

Innoplexus Online Hiring Hackathon: Sentiment Analysis

14th Place Solution (code)
25th Place Solution (code)
27th Place Solution (code)
29th Place Solution (code)

Genpact Machine Learning Hackathon

13th Place Solution (code)
32th Place Solution (code)

Game of Deep Learning: Computer Vision Hackathon

1st Place Solution (code)
2nd Place Solution (code)
3rd Place Solution (code)
5th Place Solution (Explanation)(code)

Capillary Machine Learning Hackathon

4th Place Solution (code)
12th Place Solution (code)
13th Place Solution (code)

3. Machine Hack

Predicting The Costs Of Used Cars - Hackathon By Imarticus Learning

5th Place Solution (code)
11th Place Solution (Explanation & code)

Predict A Doctor's Consultation Fee Hackathon

3rd Place Solution (code)
8th Place Solution (Explanation & code)

Predict The Flight Ticket Price Hackathon

3rd Place Solution (code)
11th Place Solution (Explanation & code)

Predicting Restaurant Food Cost Hackathon

5th Place Solution (code)
7th Place Solution (code)

4. Driven Data

Competition
America's Next Top (Statistical) Model
Box-Plots for Education
Countable Care: Modeling Women's Health Care Decisions
From Fog Nets to Neural Nets
Keeping it Fresh: Predict Restaurant Inspections
Naive Bees Classifier
Senior Data Science: Safe Aging with SPHERE
Pri-matrix Factorization
Pover-T Tests: Predicting Poverty
Random Walk of the Penguins
N+1 Fish, N+2 Fish
Power Laws: Forecasting Energy Consumption
Power Laws: Anomaly Detection
Power Laws: Optimizing Demand-side Strategies
Power Laws: Cold Start Energy Forecasting
Sustainable Industry: Rinse Over Run