loss-functions · GitHub Topics

#计算机科学#It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers...

翻译 - 我相信本书主要面向的研究生和求职者将会受益于阅读它；然而，我希望即使是最有经验的研究人员也会发现它很吸引人。

数据科学机器学习深度学习 interview-preparation jobs 人工智能 pytorch-tutorial graduate-school PyTorch Python jax autograd information-theory bayesian-statistics convolutional-neural-networks ensemble-learning feature-extraction logistic-regression loss-functions

4.56 k

3 年前

bermanmaxim / LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

image-segmentation PyTorch neural-networks loss-functions

Jupyter Notebook 1.39 k

1 年前

KaiyangZhou / pytorch-center-loss

#计算机科学#Pytorch implementation of Center Loss

PyTorch 深度学习 center-loss Python loss-functions 机器视觉

Python 979

2 年前

vandit15 / Class-balanced-loss-pytorch

#计算机科学#Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

PyTorch cvpr2019 loss-functions 深度学习机器视觉

Python 791

1 年前

csteinmetz1 / auraloss

Collection of audio-focused loss functions in PyTorch

loss-functions PyTorch audio

Python 765

7 个月前

happynear / AMSoftmax

#人脸识别#A simple yet effective loss function for face verification.

深度学习 face-recognition loss-functions metric-learning

MATLAB 489

7 年前

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

#人脸识别#Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

metric-learning PyTorch loss-functions embedding face-verification fashion-mnist face-recognition speaker-recognition sphereface arcface

Python 486

1 年前

harleyszhang / dl_note

#计算机科学#深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。

cnn convolutional-neural-networks 深度学习 PyTorch loss-functions 机器学习 C++Python

Python 439

14 天前

dingkeyan93 / DISTS

IQA: Deep Image Structure and Texture Similarity Metric

texture structure similarity optimization loss-functions PyTorch quality-metrics image-quality-assessment

Python 404

5 年前

happynoom / DeepTrade

#计算机科学#A LSTM model using Risk Estimation loss function for stock trades in market

lstm 神经网络 loss-functions 深度学习 stock

Python 318

5 年前

GT-RIPL / L2C

#计算机科学#Learning to Cluster. A deep clustering strategy.

clustering 深度学习深度神经网络 artificial-neural-networks 人工智能 unsupervised-learning supervised-learning semi-supervised-learning transfer-learning loss-functions

Python 313

5 年前

dingkeyan93 / IQA-optimization

Comparison of IQA models in Perceptual Optimization

PyTorch optimization loss-functions image-quality-assessment

Python 311

2 年前

kozistr / pytorch_optimizer

#计算机科学#optimizer & lr scheduler & loss function collections in PyTorch

optimizer PyTorch ranger radam adabound sam lookahead 深度学习 diffgrad nero loss-functions

Python 279

5 天前

umbertogriffo / focal-loss-keras

#计算机科学#Binary and Categorical Focal loss implementation in Keras.

深度学习深度神经网络 Keras loss-functions binary-classification

Python 278

3 个月前

NikolaZubic / 2dimageto3dmodel

#计算机科学#We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and...