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The Top 23 Loss Functions Open Source Projects

Open source projects categorized as Loss Functions
Categories > Loss Functions
Interviews.ai ⭐ 3,146
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.
most recent commit 2 years ago
Lovaszsoftmax ⭐ 941
Code for the Lovász-Softmax loss (CVPR 2018)
most recent commit 5 years ago
Pytorch Center Loss ⭐ 842
Pytorch implementation of Center Loss
most recent commit a year ago
Class Balanced Loss Pytorch ⭐ 740
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
most recent commit 9 months ago
Deep_metric ⭐ 683
Deep Metric Learning
most recent commit 4 years ago
Auraloss ⭐ 605
Collection of audio-focused loss functions in PyTorch
dependent packages 1total releases 6most recent commit 4 months agopypi auraloss} Downloads
Stylegan Encoder ⭐ 588
StyleGAN Encoder - converts real images to latent space
most recent commit 3 years ago
Amsoftmax ⭐ 422
A simple yet effective loss function for face verification.
most recent commit 6 years ago
Focal Frequency Loss ⭐ 407
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
total releases 7most recent commit 2 years ago
Gluon Face ⭐ 254
An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io
total releases 5most recent commit 4 years ago
L2c ⭐ 225
Learning to Cluster. A deep clustering strategy.
most recent commit 4 years ago
Deeptrade ⭐ 211
A LSTM model using Risk Estimation loss function for stock trades in market
most recent commit 4 years ago
Focal Loss Keras ⭐ 195
Binary and Categorical Focal loss implementation in Keras.
most recent commit 3 years ago
2dimageto3dmodel ⭐ 190
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 3D representations, all in terms of performance, accuracy, and training time.
most recent commit 2 years ago
Angular Penalty Softmax Losses Pytorch ⭐ 185
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
most recent commit 4 years ago
Fenchel Young Losses ⭐ 182
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
most recent commit 7 months ago
Dl_note ⭐ 155
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
most recent commit 5 months ago
Pytorch_optimizer ⭐ 149
optimizer & lr scheduler & loss function collections in PyTorch
dependent packages 1total releases 63most recent commit 5 months agopypi pytorch-optimizer} Downloads
Lossfunctions.jl ⭐ 144
Julia package of loss functions for machine learning.
most recent commit 3 months ago
Pytorch Multi Class Focal Loss ⭐ 132
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
most recent commit 2 years ago
Active Contour Loss ⭐ 117
Implementation of active contour loss function
most recent commit 4 years ago
Catboost Viewer ⭐ 103
Standalone application for plotting charts with different training statistics in a browser.
most recent commit 7 years ago
Sphereface ⭐ 95
🍑 This is a MNIST Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR 2017
most recent commit 5 years ago
The 5 Most Depended On Loss Functions Open Source Projects
Landscapes ⭐ 50
A dependency free library of standardized optimization test functions written in pure Python.
dependent packages 3total releases 10latest release January 19, 2021most recent commit 4 months agopypi landscapes} Downloads
Focal Loss ⭐ 70
TensorFlow implementation of focal loss
dependent packages 2total releases 7latest release May 28, 2021most recent commit 3 years agopypi focal-loss} Downloads
Auraloss ⭐ 605
Collection of audio-focused loss functions in PyTorch
dependent packages 1total releases 6latest release March 18, 2021most recent commit 4 months agopypi auraloss} Downloads
Balanced Loss ⭐ 43
Easy to use class balanced cross entropy and focal loss implementation for Pytorch
dependent packages 1total releases 1latest release July 21, 2022most recent commit a year agopypi balanced-loss} Downloads
Pytorch_optimizer ⭐ 149
optimizer & lr scheduler & loss function collections in PyTorch
dependent packages 1total releases 63latest release July 19, 2023most recent commit 5 months agopypi pytorch-optimizer} Downloads
The 10 Latest Releases In Loss Functions Open Source Projects
Slfgenerator ⭐ 5
Story-loss function generator
total releases 4latest release October 18, 2023most recent commit 6 months ago
Pytorch_optimizer ⭐ 149
optimizer & lr scheduler & loss function collections in PyTorch
dependent packages 1total releases 63latest release July 19, 2023most recent commit 5 months agopypi pytorch-optimizer} Downloads
Losshub ⭐ 12
LossHub: Loss Functions Library for Image Classification and Detection
total releases 6latest release August 29, 2022most recent commit 2 years ago
Balanced Loss ⭐ 43
Easy to use class balanced cross entropy and focal loss implementation for Pytorch
dependent packages 1total releases 1latest release July 21, 2022most recent commit a year agopypi balanced-loss} Downloads
Gedml ⭐ 27
Generalized Deep Metric Learning.
total releases 10latest release March 22, 2022most recent commit 2 years ago
Focal Frequency Loss ⭐ 407
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
total releases 7latest release October 22, 2021most recent commit 2 years ago
Focal Loss ⭐ 70
TensorFlow implementation of focal loss
dependent packages 2total releases 7latest release May 28, 2021most recent commit 3 years agopypi focal-loss} Downloads
Auraloss ⭐ 605
Collection of audio-focused loss functions in PyTorch
dependent packages 1total releases 6latest release March 18, 2021most recent commit 4 months agopypi auraloss} Downloads
Landscapes ⭐ 50
A dependency free library of standardized optimization test functions written in pure Python.
dependent packages 3total releases 10latest release January 19, 2021most recent commit 4 months agopypi landscapes} Downloads
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