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Top 171 kaggle open source projects

Artificial Intelligence Deep Learning Machine Learning Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Toxic
Toxic Comment Classification Challenge
Kaggle Cifar10 Torch7
Code for Kaggle-CIFAR10 competition. 5th place.
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luakaggle
Kaggle airbus ship detection
Kaggle airbus ship detection challenge 21st solution
Kaggle Hpa
Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Nyaggle
Code for Kaggle and Offline Competitions
Deep Time Series Prediction
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
Girls In Ai
免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战
Deeptoxic
top 1% solution to toxic comment classification challenge on Kaggle.
Chefboost
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python
Lightgbm
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Kaggle Competition Favorita
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Machine Learning Workflow With Python
This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
Human Action Recognition With Keras
Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
Pins
Pin, Discover and Share Resources
Data Analysis
主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
Outbrain Click Prediction Kaggle
Solution to the Outbrain Click Prediction competition
Kaggle Humpback
Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.
Kaggle
Code for Kaggle Competitions
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pythonkaggle
Kaggle Airbnb Recruiting New User Bookings
2nd Place Solution in Kaggle Airbnb New User Bookings competition
Ml Fraud Detection
Credit card fraud detection through logistic regression, k-means, and deep learning.
Kaggle Houseprices
Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-is-pca-lb-0-11421-top-4
Kaggle Freesound Audio Tagging
8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)
Dog Breeds Classification
Set of scripts and data for reproducing dog breed classification model training, analysis, and inference.
Kaggle Dogs Vs Cats Caffe
Kaggle dogs vs cats solution in Caffe
Dataminingnotesandpractice
记录我学习数据挖掘过程的笔记和见到的奇技,持续更新~
Kaggle Past Solutions
A searchable compilation of Kaggle past solutions
D2l En
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Kaggle Global Wheat Detection
9th Place Solution of Kaggle Global Wheat Detection
Spark python ml examples
Spark 2.0 Python Machine Learning examples
Kaggle Competitions
There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
Pytorch zoo
A collection of useful modules and utilities (especially helpful for kaggling) not available in Pytorch
Facial Expression Recognition
Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge
Kaggle Airbus Ship Detection Challenge
Oriented SSD for "Kaggle Airbus Ship Detection Challenge"
Kaggle Notebooks
Sample notebooks for Kaggle competitions
Home Credit Default Risk
Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline
Kaggle Quora Insincere Questions Classification
Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案
Kaggle Coupon Purchase Prediction
Code for RECRUIT Challenge. 5th place.
Avito Duplicates Kaggle
Solution for Avito Duplicate Ads Detection competition
Fraud Detection
Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
Data Science Bowl 2018
End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Lung Diseases Classifier
Diseases Detection from NIH Chest X-ray data
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