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Top 59 kaggle-competition open source projects

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers.

✭ 188

python nlp kaggle-competition

Cikm 2019 Analyticup

1st Solution for 2019-CIKM-Analyticup, Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

✭ 173

jupyter-notebook recommender-system kaggle-competition

Kaggle dstl submission

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

✭ 159

python keras segmentation image-segmentation satellite-imagery kaggle-competition competition

Severstal Steel Defect Detection

Kaggle Segmentation Challenge

✭ 160

python jupyter-notebook deep-learning pytorch segmentation kaggle-competition

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

✭ 157

python jupyter-notebook machine-learning data-visualization workflow machine-learning-algorithms kaggle feature-extraction feature-engineering courses kaggle-competition data-cleaning gradient-boosting kmeans

Open Solution Toxic Comments

Open solution to the Toxic Comment Classification Challenge

✭ 154

python python3 deep-learning machine-learning nlp data-science pipeline kaggle prediction challenge kaggle-competition competition

Data science bowl 2018

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

✭ 147

python deep-learning object-detection instance-segmentation kaggle-competition

Machine Learning And Data Science

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

✭ 137

jupyter-notebook deep-learning machine-learning data-science deep-reinforcement-learning kaggle-competition

Kaggle Airbnb Recruiting New User Bookings

2nd Place Solution in Kaggle Airbnb New User Bookings competition

✭ 118

r kaggle kaggle-competition

Segmentation

Tensorflow implementation : U-net and FCN with global convolution

✭ 101

python tensorflow computer-vision classification segmentation semantic-segmentation kaggle autoencoder unet kaggle-competition fcn fully-convolutional-networks

Deep Learning Boot Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

✭ 1,270

python jupyter-notebook deep-learning machine-learning pytorch data-science docker-image gpu cuda nvidia kaggle pytorch-tutorial meetup kaggle-competition pytorch-tutorials

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.

✭ 86

python jupyter-notebook machine-learning data-science classification kaggle feature-extraction feature-engineering kaggle-competition exploratory-data-analysis

Tgs Saltnet

Kaggle | 21st place solution for TGS Salt Identification Challenge

✭ 81

python deep-learning pytorch computer-vision kaggle-competition

Unet Tgs

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

✭ 81

jupyter-notebook semantic-segmentation keras-tensorflow kaggle-competition

Kaggle Notebooks

Sample notebooks for Kaggle competitions

✭ 77

jupyter-notebook tutorial kaggle kaggle-competition

Data Science Bowl 2018

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

✭ 76

python jupyter-notebook machine-learning tensorflow keras kaggle-competition

My Journey In The Data Science World

📢 Ready to learn or review your knowledge!

✭ 1,175

python jupyter-notebook deep-learning machine-learning data-science deep-neural-networks data-visualization data-analysis big-data kaggle sklearn feature-extraction deep-learning-tutorial eda kaggle-competition deep-learning-algorithms data-cleaning

Qh finsight

国内首个迁移学习赛题中国平安前海征信“好信杯”迁移学习大数据算法大赛 FInSight团队作品(算法方案排名第三)

✭ 55

python machine-learning transfer-learning kaggle-competition

Wheat

Wheat Detection challenge on Kaggle

✭ 54

python deep-learning pytorch object-detection kaggle-competition hydra

Kaggle Sentiment Popcorn

Code for the Kaggle competition "Bag of Words Meets Bags of Popcorn"

✭ 45

machine-learning tex sentiment-analysis kaggle-competition

Ml competition platform

Kaggle-like machine learning competition platform

✭ 42

ruby machine-learning rails kaggle kaggle-competition

Kaggle Web Traffic Time Series Forecasting

Solution to Kaggle - Web Traffic Time Series Forecasting

✭ 29

jupyter-notebook cnn time-series kaggle timeseries wikipedia kaggle-competition cnn-keras

Kaggle

My kaggle competition solution and notebook

✭ 14

jupyter-notebook machine-learning kaggle-competition

Covid 19 Bert Researchpapers Semantic Search

BERT semantic search engine for searching literature research papers for coronavirus covid-19 in google colab

✭ 23

jupyter-notebook deep-learning machine-learning nlp natural-language-processing search-engine query kaggle-competition

Kaggle Titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

✭ 709

python jupyter-notebook machine-learning kaggle-competition ipython-notebook

Humpback Whale Identification 1st

https://www.kaggle.com/c/humpback-whale-identification

✭ 591

python deep-learning classification kaggle-competition metric-learning

Data Science Competitions

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

✭ 572

machine-learning data-science kaggle xgboost kaggle-competition

Kaggle Homedepot

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

✭ 452

python nlp natural-language-processing kaggle kaggle-competition

Amazon Forest Computer Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

✭ 346

jupyter-notebook deep-learning pytorch computer-vision keras neural-networks transfer-learning kaggle data-augmentation kaggle-competition

Kaggle public

阿水的数据竞赛开源分支

✭ 335

jupyter-notebook data-science kaggle-competition

My Data Competition Experience

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

✭ 271

python deep-learning machine-learning data-science sql gan automl xgboost hyperparameter-optimization feature-engineering lightgbm kaggle-competition

Pytorch Kaggle Starter

Pytorch starter kit for Kaggle competitions

✭ 268

python3 jupyter-notebook deep-learning machine-learning pytorch kaggle pytorch-tutorial kaggle-competition

Pytorch Saltnet

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

✭ 270

python deep-learning pytorch convolutional-neural-networks cnn segmentation unet kaggle-competition

Tensorflow Xnn

Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.

✭ 263

python kaggle-competition factorization-machines

kaggler

🏁 API client for Kaggle

✭ 50

r data machine-learning api-client kaggle kaggle-competition api-wrapper neural-networks rstats r-package data-api mkearney-dataset mkearney-r-package kaggle-api

HumanOrRobot

a solution for competition of kaggle `Human or Robot`

✭ 16

Jupyter Notebook machine-learning sklearn kaggle kaggle-competition xgboost lightgbm

ashrae-great-energy-predictor-3-solution-analysis

Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

✭ 44

Jupyter Notebook python kaggle kaggle-competition energy-data energy-consumption ashrae building-energy ashrae-energy-prediction building-energy-forecasting rank-solution

Machine-Learning

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

Kaggle The Hunt for Prohibited Content

4th Place Solution for The Hunt for Prohibited Content Competition on Kaggle (http://www.kaggle.com/c/avito-prohibited-content)

✭ 29

python shell natural-language-processing kaggle kaggle-competition

Kaggle-project-list

Summary of my projects on kaggle

✭ 20

python data-science data-mining deep-learning text-classification data-engineering kaggle-competition

Jigsaw-Unintended-Bias-in-Toxicity-Classification

7th Place Solution for Jigsaw Unintended Bias in Toxicity Classification on Kaggle

✭ 16

python pytorch kaggle kaggle-competition jigsaw

automated-essay-grading

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

✭ 101

python shell kaggle-competition glove automated-essay-scoring memory-networks

kaggle

Kaggle solutions

✭ 17

Jupyter Notebook python ml kaggle kaggle-competition deeplearning kaggle-solution

Apartment-Interest-Prediction

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

✭ 17

Jupyter Notebook python machine-learning natural-language-processing clustering kaggle kaggle-competition xgboost lightgbm gradient-boosting geolocalization

Hello-Kaggle-Guide-KOR

Kaggle을 처음 접하는 사람들을 위한 문서

Bike-Sharing-Demand-Kaggle

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

✭ 33

r data-science machine-learning random-forest kaggle datascience feature-extraction kaggle-competition decision-trees feature-engineering bikesharing kaggle-scripts kaggle-dataset boxplots log-transformation

audiotagging2019

6th place solution to Freesound Audio Tagging 2019 kaggle competition

✭ 21

python data-science deep-learning artificial-intelligence kaggle-competition audio-tagging

open-solution-ship-detection

Open solution to the Airbus Ship Detection Challenge

✭ 54

python Jupyter Notebook data-science machine-learning deep-neural-networks deep-learning neptune pytorch kaggle open-science kaggle-competition unet python35 neptune-framework pytorch-implmention unet-image-segmentation

fer

Facial Expression Recognition

✭ 32

Jupyter Notebook python opencv keras jupyter-notebook pandas kaggle kaggle-competition face-detection matplotlib convolutional-neural-networks tutorial-code facial-expression-recognition emotion-recognition fer2013

Kaggle

Kaggle Kernels (Python, R, Jupyter Notebooks)

✭ 26

Jupyter Notebook data-science machine-learning exploratory-data-analysis data-visualization kaggle-competition r-markdown xgboost rstats lightgbm r-language predictive-modeling jupyter-notebooks kaggle-dataset covid-19

histopathologic cancer detector

CNN histopathologic tumor identifier.

✭ 26

Jupyter Notebook machine-learning neural-network cancer jupyter-notebook cnn kaggle artificial-intelligence kaggle-competition convolutional-neural-networks transfer-learning cnn-keras cancer-detection network-in-network

argus-tgs-salt

Kaggle | 14th place solution for TGS Salt Identification Challenge

✭ 73

python Jupyter Notebook deep-learning neural-network pytorch kaggle kaggle-competition segmentation

digit recognizer

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

✭ 27

Jupyter Notebook machine-learning ai deep-learning keras jupyter-notebook cnn kaggle artificial-intelligence kaggle-competition mnist convolutional-neural-networks digit-recognition cnn-keras google-colab

kuzushiji-recognition

5th place solution for the Kaggle Kuzushiji Recognition Challenge

✭ 41

python ocr pytorch kaggle-competition centernet

Quora QuestionPairs DL

Kaggle Competition: Using deep learning to solve quora's question pairs problem

✭ 54

python shell deep-learning keras spacy kaggle-competition nlp-machine-learning

word2vec-movies

Bag of words meets bags of popcorn in Python 3 中文教程

✭ 54

Jupyter Notebook word2vec kaggle-competition chinese

StoreItemDemand

(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.

✭ 24

Jupyter Notebook python machine-learning spark deep-learning keras regression kaggle kaggle-competition databricks

Data-Science-Hackathon-And-Competition

Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya & Zindi | Expert at Kaggle | Hack AI

✭ 165

Jupyter Notebook competition data-science machine-learning deep-learning hackathon kaggle hackathons kaggle-competition hackerearth analytics-vidhya-competition hackathon-project techgig-solutions zindi machinehack machinehack-competition

kaggle-house-prices-advanced-regression-techniques

Repository for source code of kaggle competition: House Prices: Advanced Regression Techniques

✭ 37

Jupyter Notebook python data-science machine-learning regression kaggle-competition

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