Projects in Awesome Lists tagged with softmax-classifier

https://github.com/gyrdym/ml_algo

Machine learning algorithms in Dart programming language

algorithm batch-gradient-descent classifier dart dartlang data-science hyperparameters lasso-regression linear-regression logistic-regression machine-learning machine-learning-algorithms mini-batch-gradient-descent regression sgd softmax softmax-algorithm softmax-classifier softmax-regression stochastic-gradient-descent

Last synced: 06 Apr 2025

https://github.com/srinadhu/CS231n

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

batchnorm cifar10 class-visualization coco-dataset convolutional-neural-networks cs231n-assignment dropout fooling-images gan image-captioning knn lstm network-visualization numpy pytorch rnn saliency-map softmax-classifier style-transfer svm

Last synced: 27 Nov 2025

https://github.com/rubixml/har

Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

classification cross-validation data-science dataset dimensionality-reduction example-project human-activity-recognition imu-sensor machine-learning machine-learning-tutorial momentum neural-network php php-machine-learning php-ml pipeline random-projection rubix-ml softmax-classifier

Last synced: 30 Jul 2025

https://github.com/denrydu/cs231n_assignment1

斯坦福大学cs231n课程的第一项作业之我的解答。Solution for Assignment1 (Images classification, kNN, SVM, SoftMax, FullyConnected Neural Network)

assignment1 knn softmax softmax-classifier svm

Last synced: 04 Nov 2025

https://github.com/shervinnd/cifar-10-image-classification-with-cnn

Description: Dive into this exciting project that builds a CNN with TensorFlow/Keras to classify CIFAR-10 images into 10 vibrant classes! 📸 It features data preprocessing, model training, stunning ROC curve visualizations 📊, sample predictions, and custom image classification

auc-analysis batch-normalization cifar-10 cnn-model computer-vision convolutional-neural-networks custom-image-prediction deep-learning image-classification image-preprocessing keras machine-learning matplotlib-visualization numpy opencv python roc-curve scikit-learn softmax-classifier tensorflow

Last synced: 03 Sep 2025

https://github.com/harshpatel44/softmax-classifier-network

Repository contains neural network for classification using softmax as an activation function

backpropagation ipynb-jupyter-notebook machine-learning python3 softmax-classifier

Last synced: 07 Mar 2026

https://github.com/sameetasadullah/cs231n-softmax-classifier-on-cifar10-dataset

Applied Softmax Classifier on Cifar10 Dataset

cifar-10 cifar10 cifar10-classification jupyter-notebook pycharm pycharm-ide python python3 softmax softmax-classifier

Last synced: 05 Feb 2026

https://github.com/radoslawregula/iris-classification

Jupyter notebook implementing an efficient machine learning method to classify flowers from the Iris data set.

classification iris-dataset jupyter-notebook machine-learning python scikit-learn softmax-classifier

Last synced: 09 May 2026

https://github.com/dpb44/exploring-the-intuition-of-neural-networks-on-a-classification-problem-using-only-numpy

Implementing a softmax-based neural network from scratch using NumPy to classify the Iris dataset, leveraging vectorization, gradient descent, and decision boundary visualization.

deep-learning neural-network numpy softmax-classifier

Last synced: 02 May 2026