learning-rate

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davidtvs /pytorch-lr-finder

Star950

A learning rate range test implementation in PyTorch

pytorch learning-rate

UpdatedDec 1, 2024
Python

BIGBALLON /cifar-10-cnn

Star827

Play deep learning with CIFAR datasets

deep-learning tensorflow keras densenet convolutional-neural-networks residual-networks learning-rate cifar10 cifar-100

UpdatedAug 27, 2020
Python

j-w-yun /optimizer-visualization

Star384

Visualize Tensorflow's optimizers.

machine-learning tensorflow optimization-algorithms learning-rate optimizer-visualization adamoptimizer gradientdescentoptimizer

UpdatedMar 7, 2018
Python

goessl /MachineLearning

Star126

An easy neural network for Java!

java lightweight learning machine-learning neural-network matrix prediction artificial-intelligence matrices easy-to-use neurons weight weights hidden-layers matrix-calculations learning-rate begginer

UpdatedMar 3, 2019
Java

wassname /viz_torch_optim

Star108

Videos of deep learning optimizers moving on 3D problem-landscapes

machine-learning deep-learning optimizer pytorch optimization-algorithms learning-rate 3d-graphics vizualisation

UpdatedJul 25, 2024
Jupyter Notebook

sooftware /pytorch-lr-scheduler

Sponsor

Star89

PyTorch implementation of some learning rate schedulers for deep learning researcher.

scheduler plateau transformer reduce learning-rate warmup lr tri-stage

UpdatedSep 6, 2022
Python

richardwth /MMD-GAN

Star89

Improving MMD-GAN training with repulsive loss function

deep-learning tensorflow discriminator generative-adversarial-network gan dcgan generative-model mmd maximum-mean-discrepancy learning-rate loss-functions mmd-gan mmd-losses

UpdatedNov 29, 2022
Python

berndporr /fir1

Star78

FIR & LMS filter implementation in C++ with Python & JAVA wrappers

java c-plus-plus library cmake signal-processing filter python-library python3 least-squares lms python-extension digital-signal-processing fir learning-rate jni-wrapper coefficients jni-android leastsquares jni-java

UpdatedApr 15, 2024
C

mhmoodlan /cyclic-learning-rate

Star66

Cyclic learning rate TensorFlow implementation.

tensorflow learning-rate learning-rate-decay cyclic-learning-rate eager-execution

UpdatedMar 21, 2019
Python

CyberZHG /keras-lr-multiplier

Star46

Learning rate multiplier

keras optimizer learning-rate

UpdatedJun 22, 2021
Python

dkumazawa /onecyclelr

Star46

One cycle policy learning rate scheduler in PyTorch

pytorch learning-rate one-cycle-policy

UpdatedMay 16, 2019
Python

eBay /AutoOpt

Star45

Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent

machine-learning optimization pytorch hyperparameters sgd momentum learning-rate

UpdatedAug 4, 2020
Python

JGuillaumin /swa-tf

Star33

Stochastic Weight Averaging - TensorFlow implementation

tensorflow learning-rate ema swa stochastic-weight-averaging averages-weights

UpdatedMar 2, 2019
Python

TheMody /No-learning-rates-needed-Introducing-SALSA-Stable-Armijo-Line-Search-Adaptation

Star29

SaLSa Optimizer implementation (No learning rates needed)

optimization pytorch line-search learning-rate

UpdatedMar 21, 2025
Python

meet-minimalist /TinyImageNet-Benchmarks

Star27

Benchmarking various Computer Vision models on TinyImageNet Dataset

python classifier benchmark deep-learning tensorflow paper resnet squeezenet inception implementation vgg16 learning-rate paper-implementations mobilenet xception nasnet mnasnet tinyimagenet efficientnet cyclic-learning-rates

UpdatedMar 24, 2023
Python

ahirsharan /MTL-Segmentation

Star24

Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net

python pytorch hyperparameters coco segmentation unet semantic-segmentation learning-rate mtl shot-learning unet-pytorch unet-image-segmentation fewshot dice-loss meta-transfer-learning fewshot-learning mtl-segmentation meta-train

UpdatedFeb 1, 2021
Python

Octavian-ai /learning-rates

Star21

How optimizer and learning rate choice affects training performance

ai deep-learning optimizer hyperparameters learning-rate

UpdatedApr 12, 2018
Python

benihime91 /one_cycle_lr-tensorflow

Star17

OneCycle LearningRateScheduler & Learning Rate Finder for TensorFlow 2.

tensorflow keras python3 deeplearning learning-rate one-cycle-policy lr-finder tensorflow2

UpdatedNov 9, 2020
Jupyter Notebook

ahundt /sharpDARTS

Star16

sharpDARTS: Faster and More Accurate Differentiable Architecture Search

computer-vision deep-learning pytorch neural-networks hyperparameter-optimization imagenet nas hyperparameter-tuning learning-rate cifar10 sota neural-architecture-search hyperparameter-search state-of-the-art architecture-search cosine-annealing learning-rate-scheduling differentiable-hyperparamter-search cosine-power-annealing power-cosine-annealing

UpdatedFeb 7, 2021
Python

harshalmittal4 /Hypergradient_variants

Star16

Improved Hypergradient optimizers, providing better generalization and faster convergence.

momentum learning-rate adam-optimizer step-size optimizers hypergradient

UpdatedApr 3, 2024
Jupyter Notebook

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