Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/THUFutureLab/gluon-face
An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io
arcface center-loss cosine-loss face-recognition gluon gluoncv loss-functions mxnet pretrained-models sphereface
Last synced: 11 Jun 2024
https://github.com/aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow
This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.
deep-learning forecasting keras loss-functions machine-learning python tensorflow time-series time-series-forecasting transformers
Last synced: 20 May 2024
https://github.com/csteinmetz1/auraloss
Collection of audio-focused loss functions in PyTorch
Last synced: 15 May 2024
https://github.com/BoltzmannEntropy/interviews.ai
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 will find it fascinating as well.
artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial
Last synced: 14 May 2024
https://github.com/vandit15/Class-balanced-loss-pytorch
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
computer-vision cvpr2019 deep-learning loss-functions pytorch
Last synced: 20 Apr 2024
https://github.com/AdeelH/pytorch-multi-class-focal-loss
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
classification deep-learning imbalanced-classes implementation-of-research-paper loss-functions machine-learning multiclass-classification neural-network pytorch pytorch-implementation retinanet
Last synced: 20 Apr 2024
https://github.com/zbr17/GeDML
Generalized Deep Metric Learning.
computer-vision contrastive-learning deep-metric-learning loss-functions metric-learning self-supervised-learning
Last synced: 20 Apr 2024
https://github.com/GT-RIPL/L2C
Learning to Cluster. A deep clustering strategy.
artificial-intelligence artificial-neural-networks clustering deep-learning deep-neural-networks loss-functions semi-supervised-learning similarity-metric supervised-learning transfer-learning unsupervised-learning
Last synced: 20 Apr 2024
https://github.com/bermanmaxim/LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
image-segmentation loss-functions neural-networks pytorch
Last synced: 17 Apr 2024
https://github.com/PiePline/pietoolbelt
Toolbelt for PiePline training pipeline
computer-vision dataset deep-learning loss-functions metrics neural-network
Last synced: 16 Apr 2024
https://github.com/KaiyangZhou/pytorch-center-loss
Pytorch implementation of Center Loss
center-loss computer-vision deep-learning feature-learning loss-functions python pytorch
Last synced: 16 Apr 2024
https://github.com/mblondel/fenchel-young-losses
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
loss-functions probabilistic-classification pytorch sklearn tensorflow
Last synced: 16 Apr 2024
https://github.com/kahnchana/opl
Official repository for "Orthogonal Projection Loss" (ICCV'21)
classification deep-learning loss-functions
Last synced: 16 Apr 2024
https://github.com/cvqluu/Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
am-softmax arcface embedding face-recognition face-verification fashion-mnist fmnist-dataset loss-function loss-functions metric-learning normface pytorch speaker-recognition sphereface
Last synced: 11 Apr 2024
https://github.com/pbaylies/stylegan-encoder
StyleGAN Encoder - converts real images to latent space
deep-learning deep-neural-networks gan generative-adversarial-network loss-functions neural-networks perceptual-losses resnet-50
Last synced: 09 Apr 2024
https://github.com/nitinagarwal/QuadricLoss
Learning Embedding of 3D models with Quadric Loss
3d-reconstruction auto-encoder loss-functions machine-learning mesh-networks point-cloud pytorch
Last synced: 26 Mar 2024
https://github.com/kozistr/pytorch_optimizer
optimizer & lr scheduler & loss function collections in PyTorch
adabelief adabound adai adamd adamp adan chebyshev deep-learning diffgrad gradient-centralization learning-rate-scheduling lookahead loss-functions madgrad nero optimizer pytorch radam ranger sam
Last synced: 21 Mar 2024
https://github.com/yiyixuxu/polyloss-pytorch
Implementing PolyLoss in Pytorch
Last synced: 17 Mar 2024
