Beast code in Giters

Evgeny Sorkin's starred repositories

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

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TCN

Sequence modeling benchmarks and temporal convolutional networks

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imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

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fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

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kaggle-past-solutions

A searchable compilation of Kaggle past solutions

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HpBandSter

a distributed Hyperband implementation on Steroids

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confidence_estimation

Learning Confidence for Out-of-Distribution Detection in Neural Networks

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pytorch-speech-commands

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

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Examples

Various examples for different articles

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Gradient-Descent-The-Ultimate-Optimizer

Paper and code for Gradient Descent: The Ultimate Optimizer

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