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Topic: "binary-crossentropy"

fcakyon/balanced-loss

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

Language: Python - Size: 30.3 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 96 - Forks: 8

NinaadRao/Multilabel-Image-Classification-using-Contractive-Autoencoder

Implementing contractive auto encoder for encoding cloud images and using that encoding for multi label image classification

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 4

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.

Language: Jupyter Notebook - Size: 313 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

anwai98/Loss-Functions

Different Loss Function Implementations in PyTorch and Keras

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

khuyentran1401/MNIST-gradient-descent

Implementation of gradient descent from scratch with binary cross entrophy loss

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

parham1998/CNN_Image_Annotaion

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

Language: Python - Size: 152 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

Jonas1312/mse-for-binary-classification

What Happens if We Use a Mean Squared Error Loss for Binary Classification?

Size: 288 KB - Last synced at: 8 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

0xN1nja/Spam-Ham-Classification-Using-TensorFlow-NLP

NLP Model for Spam/Ham Mail Classification

Language: Jupyter Notebook - Size: 37.9 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

dmazilkin/ML-LogisticRegression

Logistic Regression from scratch.

Language: Python - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

blleshi/Neural_Network_Binary_Classification

Venture Funding with Deep Learning (Neural Network Binary Classification)

Language: Jupyter Notebook - Size: 278 KB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

daramdhanush/Hotel-Review-Classification

Train a model using LSTM(Long short-term memory) to classify whether hotel reviews are positive or negative

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

inzapp/absolute-logarithmic-error

Alternative loss function of binary cross entropy and focal loss

Language: Python - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

srushtii-m/Natural-Language-Processing-with-Disaster-Tweets

Predict which Tweets are about real disasters and which ones are not Microsoft DeBERTa

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lawl2/object-detection-and-spatial-relation

Language: Python - Size: 3.17 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

1391819/artGAN

A Generative Adversarial Network for the generation of new synthetic art.

Language: Jupyter Notebook - Size: 28 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

imane-ayouni/Offensive-Language-Detection-using-Backpropagation

Simple neural network to detect offensive language usage

Language: Jupyter Notebook - Size: 60.5 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

leonrenn/MINING-GOLD-FROM-GENERATORS

Mining gold from implicit models to improve likelihood-free inference, example for ROLR and RASCAL.

Language: Jupyter Notebook - Size: 446 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

vincentpun123/Credit-Risk-Assessment

Utilize autoencoders for anomaly detection and customer credit risk evaluation

Language: HTML - Size: 1.07 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

coder-backend/Predict-Job-Title-and-skills

Job Prediction given job description and skills

Language: Jupyter Notebook - Size: 324 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Topics
deep-learning 8 tensorflow 6 machine-learning 5 pytorch 5 keras 5 neural-network 4 python 4 focal-loss 4 adam-optimizer 3 dataset 2 deep-neural-networks 2 preprocessing-data 2 loss-functions 2 accuracy 2 multilabel-classification 2 binary-classification 2 crossentropy 2 tokenizer 2 logistic-regression 2 scikit-learn 1 class-balanced-loss 1 computer-vision 1 pandas 1 neural-network-model 1 cross-entropy 1 hdf5 1 cvpr 1 lstm 1 early-stopping 1 text-classification 1 text 1 tensorboard 1 spam-filtering 1 image-classification 1 python3 1 nlp 1 jupyter-notebook 1 pip 1 binaryclassification 1 loss-function 1 alternative 1 random-noise-injection 1 gan 1 custom-training-loop 1 cnn 1 pypi 1 transformer 1 corel-5k 1 image-annotation 1 matthews-correlation-coefficient 1 convolutional-neural-networks 1 asymmetric-loss 1 vishallazrus 1 vishal-lazrus 1 optimizer 1 nuralnetwork 1 pairwise-ranking 1 resnet101 1 keras-tensorflow 1 classification 1 churn-prediction 1 activation-functions 1 mse 1 mean-squared-error 1 resnext 1 tresnet 1 mnist-classification 1 gradient-descent 1 xception-net 1 roc-auc 1 recall 1 precision 1 balanced-loss 1 venture-funding 1 standard-scaler 1 focal-tversky-loss 1 dice-loss 1 combo-loss 1 spatial-reasoning 1 smooth-l1-loss 1 resnet-50 1 region-proposal-network 1 numpy 1 negative-log-likelihood 1 mask-rcnn 1 machine-learning-algorithms 1 intersection-over-union 1 hsv-color 1 connected-components 1 clevr 1 blender 1 bilateral-filter 1 fraud-prevention 1 credit-risk 1 autoencoder 1 sigmoid-function 1 rnn-tensorflow 1 pandas-dataframe 1 numpy-arrays 1 matplotlib 1