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2018dsb

2018 Data Science Bowl 2nd Place Solution

airbnb-pricing-prediction

Harvard Project - Accuracy improvement by adding seasonality premium pricing

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

build-test

ccir2018

https://biendata.com/competition/CCIR2018/

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

darts

Differentiable architecture search for convolutional and recurrent networks

deep-painterly-harmonization

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

deepaugment

Discover augmentation strategies tailored for your dataset

delf-pytorch

PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas_nni

This code is for running enas on nni.

fastai

The fast.ai deep learning library, lessons, and tutorials

google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

indrnn_pytorch

Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

landmark-retrival

Easy Landmark Image Recognition with TensorFlow Hub DELF Module

manifold-diffusion

Diffusion on manifolds for image retrieval

models

Models and examples built with TensorFlow

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

open-solution-googleai-object-detection

Open solution to the Google AI Object Detection Challenge :maple_leaf:

open-solution-home-credit

Open solution to the Home Credit Default Risk challenge :house_with_garden:

open-solution-ship-detection

Open solution to the Airbus Ship Detection Challenge

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-pretrained-bert

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

pytorch-saltnet

Kaggle | 9th place solution for TGS Salt Identification Challenge

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

pytorch_tiramisu

FC-DenseNet in PyTorch for Semantic Segmentation