loss-function

There are 2 repositories under loss-function topic.

bnu-wangxun / Deep_Metric
Deep Metric Learning
deep-metric-learning image-retrieval cvpr loss-function multi-similarity-loss xbm embedding-learning
Language:Python 781
EndlessSora / focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
generative-models loss-function frequency-domain frequency-analysis complementary autoencoder variational-autoencoder gan pix2pix spade loss image-reconstruction image-synthesis stylegan2 iccv2021 generative-adversarial-network generic image-generation
Language:Python 683
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
Language:Python 496
keonlee9420 / Soft-DTW-Loss
PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
deep-learning cuda pytorch dynamic-time-warping soft-dtw deep-neural-networks time-series loss-function dtw
Language:Python 148
lartpang / mssim.pytorch
A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.
loss-function loss-functions ssim ssim-loss ssim-metric ssim-metrics structure-similarity ssim-pytorch
Language:Python 70
nathanrooy / landscapes
A dependency free library of standardized optimization test functions written in pure Python.
optimization cost-function loss-function single-objective multi-objective constrained-optimization python test-functions traveling-salesman-problem tsp
Language:Python 62
xxxupeng / ADL
[CVPR 2024] Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching
cvpr2024 loss-function stereo-matching
Language:Python 60
PerdonLiu / CSE-Autoloss
Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.
automl object-detection evolutionary-algorithm loss-function
Language:Python 57
estija / Co-VeGAN
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
mri reconstruction compressive-sensing deep-learning deep-complex-networks activation-function gans mri-reconstruction inverse-problem loss-function keras-models generative-adversarial-network complex-valued-data
Language:Python 14
arhtur007 / Angular-Triplet-Center-Loss
Angular triplet center loss implementation in Pytorch.
pytorch loss-functions loss-function face-recognition face-verification speaker-recognition speaker-verification speaker-embedding speaker-embeddings metric-learning
Language:Python 13
ZohebAbai / tf-focal-frequency-loss
Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]
autoencoder frequency-analysis frequency-domain gan generative-adversarial-network generative-models generic iccv2021 image-generation image-reconstruction image-synthesis loss loss-function pix2pix spade stylegan2 variational-autoencoder
Language:Python 9
rsy6318 / DDF-Loss
Directional Distance Field for Modeling the Difference between 3D Point Clouds
distance-metric loss-function
Language:Python 8
Akinori-F-Ebihara / LLLR_toymodel
A simple 3-layer fully connected network performing the density ratio estimation using the loss for log-likelihood ratio estimation (LLLR).
density-ratio-estimation neural-network loss-function kliep lllr
Language:Python 6
masadcv / PROPEL
Official PyTorch implementation for "PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks"
deep-learning probabilistic regression loss-function pytorch-implementation machine-learning
Language:Python 6
ChenLiu-1996 / AdversarialFocalLoss
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples.
computer-vision deep-learning focal-loss keypoint-detection loss-function classification machine-learning
5
pwlf-milp
gwr3n / pwlf-milp
Piecewise linear approximations for the static-dynamic uncertainty strategy in stochastic lot-sizing
loss-function piecewise-linear-approximation mixed-integer-programming inventory-control static-dynamic-uncertainty
Language:Java 3
yangtiming / SSWS-loss_function_based_on_MS-TCN
Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation
action-segmentation video-segmentation loss-function sliding-window
Language:Python 3
Decadz / Sparse-Label-Smoothing-Regularization
[TPAMI 2023] PyTorch code for Sparse Label Smoothing Regularization presented in "Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning". Paper Link: https://arxiv.org/abs/2209.08907
label-smoothing loss-function pytorch regularization
Language:Python 2
Ilikepizza2 / Perceptron
A neat, lightweight and single neuron perceptron written in C++ from scratch without any external library, trained using the perceptron trick and loss function
deep-learning loss-function perceptron perceptron-trick
Language:C++ 2
m92vyas / Implementing_Attention_Mechanism_Language_Translation
Bahdanau Attention Mechanism | Tensorflow Custom Layers/Model/Loss Function/Metrics | LSTM | Encoder | Decoder | Cross-Attention | Language Translation | Bleu Score | Dropout
attention-mechanism custom-elements encoder-decoder-architecture lstm preprocessing-data tensorflow loss-function tokenizer
Language:Jupyter Notebook 2
NeuraXenetica / comport_ai
An HR predictive analytics tool for forecasting the likely range of a worker’s future job performance using multiple ANNs with custom loss functions.
artificial-intelligence artificial-neural-networks custom-loss-functions hrm human-resources loss-function loss-functions machine-learning modelling prediction-interval prediction-intervals predictive-analytics prescriptive-analytics python
Language:Python 2
ZekiZeybek / TNML-surrogate-loss
Tensor-Network Machine Learning with Matrix Product States, trained via a surrogate (projective) loss instead of standard negative log-likelihood
born-machine dmrg-algorithm generative-modeling loss-function machine-learning matrix-product-states probabilistic-modeling quantum-inspired-algorithm tensor-networks tensor-train
Language:Python 2
abdoush / SurvLossEvo
Evolutionary search for survival analysis loss function for neural networks
concordance-index genetic-algorithms loss-function neural-networks neuroevolution survival-analysis evolutionary-meta-learning
Language:Jupyter Notebook 1
Arijit1000 / Tensorflow_Sinewave_Prediction
Generating a TensorFlow model that predicts values in a sinewave
machine-learning tensorflow2 keras-tensorflow optimizer-algorithms loss-function tflite-models
Language:Jupyter Notebook 1
gugarosa / loss_programming
📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".
paper implementation machine-learning loss-function genetic-programming
Language:Python 1
henrylee97 / isl
Inverse Supervised Learning
pytorch loss-function supervised-learning reinforcement-learning
Language:Python 1
inzapp / absolute-logarithmic-error
Alternative loss function of binary cross entropy and focal loss
alternative binary-crossentropy focal-loss loss-function
Language:Python 1
SAI-SRINIVASA-SUBRAMANYAM / machine_practices_problems
adjusted-r-squared cost-function ineuron ineuron-ai linear-regression loss-function multivariate-analysis r-squared subramanyam
Language:Jupyter Notebook 1
uai-ufmg / open-set-loss
OpenLoss: This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.
cost-function face-recognition loss-function open-loss open-set open-set-classification open-set-learning watchlists
Language:Jupyter Notebook 1
bismuth01 / chainlink-price-predictor
Predict crypto prices using neural nets + LLM-powered custom loss functions on real Chainlink data (ETH/USD)
ai-research blockchain-analytics chainlink custom-loss-functions deep-learning discopop ethereum financial-ai financial-modeling gemini-api gru llm loss-function lstm neural-networks price-prediction rnn tensorflow time-series-prediction smart-contract-data
Language:Python 0
fxckillua / Iris-accuracy-and-loss
Projeto que utiliza a base de dados Iris para calcular a acurácia e a função de perda de um modelo de aprendizado de máquina. Focado em análise de desempenho e avaliação de modelos.
accuracy artificial-intelligence artificial-intelligence-algorithms c data-analysis iris-dataset iris-dataset-creating iris-dataset-tutorial loss-function loss-function-learning loss-functions machine-learning machine-learning-algorithms machine-learning-models model-evaluation model-evaluation-metrics open-source
Language:C 0
peguimasid / 42-Linear-Regression
📈 An introduction to machine learning.
42school gradient-descent linear-regression loss-function machine-learning python statistics
Language:Python 0
advayvyas / Lagrangian-Optimization
A codebase for a traffic optimization research project.
gradient-optimization graph-theory lagrange-multipliers loss-function networkx
Language:Jupyter Notebook
ashleyfhh / MS-SigNet
MultiScale Signature feature learning Network for offline handwritten signature verification
deep-learning metric-learning signature-recognition signature-verification datasets handwritten-signatures loss-function
Language:Python
JiauZhang / lossers
Deep Learning Loss Functions
deep-learning loss-function machine-learning computer-vision
Language:Python
premkumar246 / Machine-Learning
This Repository contains material to learn about machine learning algorithms concepts along with implementation. This also provides you the material to prepare yourself for interviews.
classification machine-learning machine-learning-algorithms regression-models supervised-machine-learning clustering dimensionality-reduction feature-engineering gradient-descent loss-function unsupervised-learning dimensionality-reductionv

loss-function

bnu-wangxun / Deep_Metric

EndlessSora / focal-frequency-loss

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

keonlee9420 / Soft-DTW-Loss

lartpang / mssim.pytorch

nathanrooy / landscapes

xxxupeng / ADL

PerdonLiu / CSE-Autoloss

estija / Co-VeGAN

arhtur007 / Angular-Triplet-Center-Loss

ZohebAbai / tf-focal-frequency-loss

rsy6318 / DDF-Loss

Akinori-F-Ebihara / LLLR_toymodel

masadcv / PROPEL

ChenLiu-1996 / AdversarialFocalLoss

gwr3n / pwlf-milp

yangtiming / SSWS-loss_function_based_on_MS-TCN

Decadz / Sparse-Label-Smoothing-Regularization

Ilikepizza2 / Perceptron

m92vyas / Implementing_Attention_Mechanism_Language_Translation

NeuraXenetica / comport_ai

ZekiZeybek / TNML-surrogate-loss

abdoush / SurvLossEvo

Arijit1000 / Tensorflow_Sinewave_Prediction

gugarosa / loss_programming

henrylee97 / isl

inzapp / absolute-logarithmic-error

SAI-SRINIVASA-SUBRAMANYAM / machine_practices_problems

uai-ufmg / open-set-loss

bismuth01 / chainlink-price-predictor

fxckillua / Iris-accuracy-and-loss

peguimasid / 42-Linear-Regression

advayvyas / Lagrangian-Optimization

ashleyfhh / MS-SigNet

JiauZhang / lossers

premkumar246 / Machine-Learning