learning-rate-scheduling

Here are 37 public repositories matching this topic...

omkarnitsureiitb / Mumbai_RainFall_Forecasting

Used different Transformer based and LSTM based models for forecasting rainfall in different areas of Mumbai. Employed different smart training techniques to improve correlation with the true time-series.

deep-learning time-series optimizer transformer weather-forecast data-preprocessing lstm-neural-networks normalization rainfall-prediction learning-rate-scheduling

Updated Jan 18, 2024
Python

C-opt / 1st-Order-Optimizers-in-MATLAB

Star

Code in MATLAB for 1st order optimization algorithms implemented for elastic net regularized convex objective functions.

matlab machine-learning-algorithms optimization-algorithms stochastic-gradient-descent learning-rate-scheduling 1st-order-optimizers dasvrda

Updated Feb 7, 2019
MATLAB

draktr / optschedule

Star

Flexible parameter scheduler that can be implemented with proprietary and open source optimizers.

python machine-learning optimization scheduler scheduling artificial-intelligence gradient-descent numerical-methods decay numerical-analysis learning-rate-scheduling

Updated Apr 1, 2023
Python

izdihartinoni / Image-Classification-Rock-Paper-Scissors-with-Model-Deployment

Star

Submission Akhir - Image Classification Model Deployment - Belajar Pengembangan Machine Learning - Dicoding

deployment cnn learning-rate-scheduling tflite-models

Updated Oct 16, 2021
Jupyter Notebook

xiangyutang2 / tweet-classification

Star

pytorch lstm classification tweet bert patience glove-embeddings bilstm learning-rate-decay pytorch-implementation disaster-assist bert-pytorch learning-rate-scheduling

Updated Jul 22, 2019
HTML

KhoiDOO / tvlars

Star

TVLARS - A Fast Convergence Optimizer for Large Batch Training

optimization optimization-algorithms learning-rate warmup learning-rate-scheduling layer-wise-relevance-propagation large-batch-optimization

Updated Nov 20, 2023
Python

metalmerge / SPECTRA

Star

SPECTRA: Solar Panel Evaluation through Computer Vision and Advanced Techniques for Reliable Analysis

python machine-learning deep-learning neural-network pytorch image-classification hyperparameter-tuning data-augmentation resnet-50 solar-panels early-stopping learning-rate-scheduling yolov8

Updated Dec 4, 2023
Python

razamehar / Weather-Time-Series-Analysis-using-Statistical-Methods-and-Deep-Learning-Models

Star

This project conducts a thorough analysis of weather time series data using diverse statistical and deep learning models. Each model was rigorously applied to the same weather time series data to assess and compare their forecasting accuracy. Detailed results and analyses are provided to delineate the strengths and weaknesses of each approach.

neural-network python3 lstm gru smoothing weather-forecast bidirectional-lstm time-series-analysis moving-average differencing seasonality qqplots learning-rate-scheduling naive-forecasting centered-approach

Updated May 25, 2024
Jupyter Notebook

kbmclaren / assn5-CMSC478-ML

Star

The machine learning task in this assignment is image classification using Convolutional Neural Networks in Tensorflow and Keras

machine-learning keras batch-normalization image-classification regularization transfer-learning data-augmentation baseline-cnns cifar-10 initialization tensorflow2 learning-rate-scheduling

Updated Sep 3, 2021
Jupyter Notebook

elaaj / cat-vs-dog-classifier

Star

The goal of this project is to devise an accurate CNN-based classifier able to distinguish between Cat and Dog in images where the animal is predominant.

deep-learning pytorch convolutional-neural-networks pretrained-weights vgg11 adamw-optimizer learning-rate-scheduling custom-training

Updated Oct 26, 2023
Jupyter Notebook

rharish101 / label-noise-and-generalization

Star

Semester project on the impact of label noise on deep learning optimization

deep-learning learning-rate-scheduling label-noise-robustness deep-learning-optimizers

Updated Jan 17, 2023
Python

rharish101 / multistage-step-size-scheduling-minimax

Star

Master's thesis: Experiments on multistage step size schedulers for first-order optimization in minimax problems

thesis gans learning-rate-scheduling multistage-stochastic-optimization minimax-optimization

Updated Oct 21, 2022
Python

agiopouloskaptsikas / Dogs-vs-Cats-An-Image-Classification-Task-using-TensorFlow

Star

In this repository, I put into test my newly acquired Deep Learning skills in order to solve the Kaggle's famous Image Classification Problem, called "Dogs vs. Cats".

python deep-learning dropout convolutional-neural-networks transfer-learning callbacks data-augmentation keras-tensorflow dogs-vs-cats binary-image-classification early-stopping learning-rate-scheduling

Updated May 7, 2022
Python

ndtands / CNN_Color_Car_Pytorch

Star

Build from scratch

image-classification resnet-18 mobilenetv2 earlystopping learning-rate-scheduling car-colors

Updated Oct 16, 2022
Jupyter Notebook

synml / lr-scheduler-visualization

Star

Visualize the progress of the learning rate scheduler graphically.

visualization pytorch learning-rate-scheduling

Updated Feb 17, 2021
Python

nam157 / learning-rate-schedule-pytorch

Star

learning-rate-scheduling

Updated Apr 22, 2022
Jupyter Notebook

iSiddharth20 / DeepLearning-ImageClassification-Toolkit

Sponsor

Star

End-to-end Image Classification using Deep Learning toolkit for custom image datasets. Features include Pre-Processing, Training with Multiple CNN Architectures and Statistical Inference Tools. Special utilities for RAM optimization, Learning Rate Scheduling, and Detailed Code Comments are included.

opencv deep-learning tensorflow image-processing statistical-analysis statistical-inference learn image-classification convolutional-neural-networks gradient-descent preprocessing vgg16 collaborate hacktoberfest resnet-50 inception-resnet-v2 cosine-annealing learning-rate-scheduling efficientnet

Updated Nov 14, 2023
Jupyter Notebook

nomuramasahir0 / cma-learning-rate-adaptation

Star

(GECCO2023 Best Paper Nomination) CMA-ES with Learning Rate Adaptation

evolutionary-algorithms black-box-optimization evolution-strategy evolution-strategies cma-es learning-rate-scheduling

Updated May 29, 2024
Python

sdamadi / image-classification

Star

Comprehensive image classification for training multilayer perceptron (MLP), LeNet, LeNet5, conv2, conv4, conv6, VGG11, VGG13, VGG16, VGG19 with batch normalization, ResNet18, ResNet34, ResNet50, MobilNetV2 on MNIST, CIFAR10, CIFAR100, and ImageNet1K.

Updated Oct 5, 2021
Python

tourdeml / abel-pytorch

Star

ABEL implemented in PyTorch

pytorch learning-rate-scheduling

Updated Apr 6, 2022
Python

Improve this page

Add a description, image, and links to the learning-rate-scheduling topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the learning-rate-scheduling topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

learning-rate-scheduling

Here are 37 public repositories matching this topic...

omkarnitsureiitb / Mumbai_RainFall_Forecasting

C-opt / 1st-Order-Optimizers-in-MATLAB

draktr / optschedule

izdihartinoni / Image-Classification-Rock-Paper-Scissors-with-Model-Deployment

xiangyutang2 / tweet-classification

KhoiDOO / tvlars

metalmerge / SPECTRA

razamehar / Weather-Time-Series-Analysis-using-Statistical-Methods-and-Deep-Learning-Models

kbmclaren / assn5-CMSC478-ML

elaaj / cat-vs-dog-classifier

rharish101 / label-noise-and-generalization

rharish101 / multistage-step-size-scheduling-minimax

agiopouloskaptsikas / Dogs-vs-Cats-An-Image-Classification-Task-using-TensorFlow

ndtands / CNN_Color_Car_Pytorch

synml / lr-scheduler-visualization

nam157 / learning-rate-schedule-pytorch

iSiddharth20 / DeepLearning-ImageClassification-Toolkit

nomuramasahir0 / cma-learning-rate-adaptation

sdamadi / image-classification

tourdeml / abel-pytorch

Improve this page

Add this topic to your repo