Movatterモバイル変換

neural-network optimizer dropout style-transfer regularization momentum transfer-learning kernels pooling-layers cnn-architecture rnn-pytorch early-stopping gram-matrix lstm-architecture error-function

This repository contains my code solutions to Udacity's coursework 'Intro to Deep Learning with PyTorch'.

UpdatedJun 5, 2023
Jupyter Notebook

SanjarH /Sarcasm-Detection

visualization python data-science machine-learning deep-learning embeddings gru accuracy logistic-regression bayes-classifier lstm-neural-networks keras-tensorflow support-vector-classifier sarcasm-detection global-average-pooling sgd-classifier early-stopping simplernn

Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm Detection" from Kaggle.

UpdatedJun 15, 2022
Jupyter Notebook

charumakhijani /fake-and-real-news-detection

nlp word-embeddings lstm gru neural-networks lstm-model stemming lemmatization kaggle-dataset countvectorizer glove-embeddings gru-model tf-idf-vectorizer onehot-encoder news-dataset early-stopping reducelearningrate onehot-encoding fake-real-news-dataset sequence-padding

UpdatedSep 30, 2020
Jupyter Notebook

UnixJunkie /deepchem-playground

deep-learning classification chemoinformatics early-stopping tox21 deepchem toxicity-prediction

some scripts using deepchem

UpdatedNov 19, 2019
Python

mhmdsab /Early-Stopping

deep-learning tensorflow early-stopping

Implementation of early stopping in tensorflow based on any chosen metric

UpdatedJun 30, 2019
Python

caailab /features_injection

deep-learning keras intelligent-transportation-systems time-series-analysis feature-fusion early-stopping scikit-learning traffic-state-estimation model-checkpoint contextual-factors traffic-speed-forecasting

Features injected recurrent neural networks for short-term traffic speed prediction

UpdatedAug 6, 2021
Python

Akaqox /binary_classification_pytorch

python clean-code plot pytorch classification readability checkpoints early-stopping pytorch-implementation binary-c

While using pytorch library and cat dog dataset, I tried to preserve clean code. Some extra properties added.

UpdatedAug 24, 2024
Python

Justsecret123 /One-Piece-Image-Classifier

python docker machine-learning deep-neural-networks computer-vision deep-learning notebook tensorflow keras batch-normalization classification image-classification image-classifier jupyterlab convolutional-neural-networks transfer-learning data-augmentation tensorflow-serving classification-model early-stopping

A quick image classifier trained with manually selected One Piece images.

UpdatedMay 1, 2022
Jupyter Notebook

ADITYASHAH-IITP /Measure-of-Diabetes-progression

deep-neural-networks diabetes-prediction early-stopping regularization-methods dropout-layers quantitative-measure

A quantitative measure of disease progression one year after baseline

UpdatedJan 5, 2022
Jupyter Notebook

bhattbhavesh91 /early-stopping-demo

Sponsor

keras neural-networks keras-neural-networks early-stopping

A repository to show how Early Stopping in Keras can Prevent Overfitting

UpdatedMay 28, 2021
Jupyter Notebook

Priya2216 /Insurance_Claim_Prediction-Neural-Network

numpy sklearn optimizer pandas seaborn callback matplotlib epoch dense sequential-models early-stopping tensorflow2 randomoversampler dropout-keras

UpdatedMar 4, 2022
Jupyter Notebook

vtramo /neural-networks-experiments-from-scratch