SegmentationTensorflow implementation : U-net and FCN with global convolution
Stars: ✭ 101 (+87.04%)
kaggler🏁 API client for Kaggle
Stars: ✭ 50 (-7.41%)
Machine Learning Workflow With PythonThis is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
Stars: ✭ 157 (+190.74%)
Apartment-Interest-PredictionPredict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.
Stars: ✭ 17 (-68.52%)
argus-tgs-saltKaggle | 14th place solution for TGS Salt Identification Challenge
Stars: ✭ 73 (+35.19%)
Ds bowl 2018Kaggle Data Science Bowl 2018
Stars: ✭ 116 (+114.81%)
Pytorch UnetPyTorch implementation of the U-Net for image semantic segmentation with high quality images
Stars: ✭ 4,770 (+8733.33%)
Pytorch SaltnetKaggle | 9th place single model solution for TGS Salt Identification Challenge
Stars: ✭ 270 (+400%)
Data Science CompetitionsGoal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
Stars: ✭ 572 (+959.26%)
Kaggle CompetitionsThere 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.
Stars: ✭ 86 (+59.26%)
Data Science Bowl 2018End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Stars: ✭ 56 (+3.7%)
Kaggle Homedepot3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
Stars: ✭ 452 (+737.04%)
UnetsImplemenation of UNets for Lung Segmentation
Stars: ✭ 18 (-66.67%)
Amazon Forest Computer VisionAmazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Stars: ✭ 346 (+540.74%)
HumanOrRobota solution for competition of kaggle `Human or Robot`
Stars: ✭ 16 (-70.37%)
kaggleKaggle solutions
Stars: ✭ 17 (-68.52%)
unet pytorchPytorch implementation of UNet for converting aerial satellite images into google maps kinda images.
Stars: ✭ 27 (-50%)
satellite-Image-Semantic-Segmentation-Unet-Tensorflow-kerasCollection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock
Stars: ✭ 43 (-20.37%)
caffe-unet-dockerThe U-Net Segmentation server (caffe_unet) for Docker
Stars: ✭ 25 (-53.7%)
ferFacial Expression Recognition
Stars: ✭ 32 (-40.74%)
StoreItemDemand(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.
Stars: ✭ 24 (-55.56%)
digit recognizerCNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
Stars: ✭ 27 (-50%)
kuzushiji-recognition5th place solution for the Kaggle Kuzushiji Recognition Challenge
Stars: ✭ 41 (-24.07%)
kdsb17Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
Stars: ✭ 18 (-66.67%)
Quora QuestionPairs DLKaggle Competition: Using deep learning to solve quora's question pairs problem
Stars: ✭ 54 (+0%)
dl-agricultureAutomatic mapping of center pivot irrigation systems, planted forests and rural infrastructures
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bioportal web uiA Rails application for biological ontologies
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Data-Science-ArticlesA collection of my blogs on Data Science and Machine learning.
Stars: ✭ 66 (+22.22%)
naacl2018-feverFact Extraction and VERification baseline published in NAACL2018
Stars: ✭ 109 (+101.85%)
wowchemy-hugo-themes🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, easily build with blocks! 创建在线课程,学术简历或初创网站。#OpenScience
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KaggleKaggle Kernels (Python, R, Jupyter Notebooks)
Stars: ✭ 26 (-51.85%)
openscienceEmpirical Software Engineering journal (EMSE) open science and reproducible research initiative
Stars: ✭ 28 (-48.15%)
Kaggle-Quora-Question-PairsThis is our team's solution report, which achieves top 10% (305/3307) in this competition.
Stars: ✭ 58 (+7.41%)
Neural-Machine-TranslationSeveral basic neural machine translation models implemented by PyTorch & TensorFlow
Stars: ✭ 29 (-46.3%)
LibtorchTutorialsThis is a code repository for pytorch c++ (or libtorch) tutorial.
Stars: ✭ 463 (+757.41%)