Projects in Awesome Lists tagged with binary-crossentropy

https://github.com/fcakyon/balanced-loss

Easy to use class balanced cross entropy and focal loss implementation for Pytorch

balanced-loss binary-crossentropy class-balanced-loss computer-vision cross-entropy cvpr deep-learning focal-loss image-classification loss-functions machine-learning pip pypi python pytorch

Last synced: 06 Oct 2025

https://github.com/vishal815/customer-churn-prediction-using-artificial-neural-network

This project involves building an Artificial Neural Network (ANN) for predicting customer churn. The dataset used contains various customer attributes, and the ANN is trained to predict whether a customer is likely to leave the bank.

accuracy activation-functions binary-crossentropy churn-prediction classification dataset deep-learning keras keras-tensorflow machine-learning nuralnetwork optimizer tensorflow vishal-lazrus vishallazrus

Last synced: 12 Apr 2025

https://github.com/anwai98/loss-functions

Different Loss Function Implementations in PyTorch and Keras

binary-crossentropy combo-loss deep-learning dice-loss focal-loss focal-tversky-loss iou jaccard-loss keras lovasz-hinge-loss pytorch tversky-loss

Last synced: 14 Mar 2025

https://github.com/khuyentran1401/mnist-gradient-descent

Implementation of gradient descent from scratch with binary cross entrophy loss

binary-crossentropy gradient-descent mnist-classification

Last synced: 29 Apr 2026

https://github.com/0xn1nja/spam-ham-classification-using-tensorflow-nlp

NLP Model for Spam/Ham Mail Classification

binary-crossentropy binaryclassification crossentropy deep-learning jupyter-notebook keras machine-learning nlp python python3 spam-filtering tensorboard tensorflow text text-classification

Last synced: 05 May 2026

https://github.com/parham1998/cnn_image_annotaion

Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library

asymmetric-loss binary-crossentropy convolutional-neural-networks corel-5k deep-neural-networks focal-loss image-annotation matthews-correlation-coefficient multilabel-classification pairwise-ranking pytorch resnet101 resnext tresnet xception-net