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GitHub topics: adamw-optimizer

myayash/cat-pain-recog

Cat pain recognition assistance based on ResNet18 with AdamW and focal loss

Language: Python - Size: 372 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

cluebbers/NLP_DeepLearning_Spring2023

Implementing and fine-tuning BERT for sentiment analysis, paraphrase detection, and semantic textual similarity tasks. Includes code, data, and detailed results.

Language: Python - Size: 59.8 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

elaaj/cat-vs-dog-classifier

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.

Language: Jupyter Notebook - Size: 5.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mpyrozhok/adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

Language: Python - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 140 - Forks: 24

IasonC/Titanic-ML-Kaggle

Deep Neural Network built from scratch to tackle ML binary classification predicting Titanic survival (Kaggle Competition). Best DNN AdamW 77.03% and best RF 78.95%.

Language: Python - Size: 97.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Keywords
adamw-optimizer 5 pytorch 3 deep-learning 3 cats 1 vgg11 1 adamw 1 clr 1 cosine-annealing 1 cyclical-learning-rate 1 optimizer 1 restarts 1 scheduler 1 random-forest-classifier 1 triangular 1 adam-optimizer 1 dnn 1 kaggle 1 kaggle-competition 1 kaggle-titanic 1 neural-network 1 focal-loss 1 pain-recognition 1 resnet-18 1 bert 1 natural-language-processing 1 paraphrase-detection 1 python 1 semantic-similarity 1 sentiment-analysis 1 sophia 1 tensorflow 1 transformers 1 convolutional-neural-networks 1 custom-training 1 learning-rate-scheduling 1 pretrained-weights 1