softmax-regression

Contains Optional Labs and Solutions of Programming Assignment for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2023) by Prof. Andrew NG

python machine-learning neural-network tensorflow linear-regression supervised-learning xgboost logistic-regression gradient-descent decision-trees unsupervised-learning softmax-regression andrew-ng coursera-specialization andrew-ng-machine-learning

UpdatedSep 24, 2023
Jupyter Notebook

jerett /Keras-CIFAR10

Star43

practice on CIFAR10 with Keras

svm keras vgg resnet softmax-regression googlenet cifar10

UpdatedAug 30, 2018
Jupyter Notebook

SSQ /Coursera-Ng-Improving-Deep-Neural-Networks-Hyperparameter-tuning-Regularization-and-Optimization

Star17

Short description for quick search

tensorflow dropout batch-normalization momentum softmax-regression l2-regularization rmsprop adam-optimizer mini-batch-gradient-descent bias-correction initialization gradient-check exponentially-weighted-averages learning-rate-decay

UpdatedJan 31, 2019
Python

JYNi16 /Deeplearning-Beginner

Star15

Various Classical Deep-learning Algorithm coded by Tensorflow and Pytorch framework

deep-learning tensorflow tensorflow-tutorials softmax-regression alexnet-model pytorch-tutorial resnet-34

UpdatedSep 23, 2022
Python

waybarrios /TensorFlow_CNN

Star14

Example CNN on CIFAR-10 classification

python deep-learning tensorflow gpu prediction cnn softmax-regression tensorflow-cnn

UpdatedNov 12, 2015
Python

priyanka-kasture /Handwritten-Digit-Recognizer

Star13

Handwritten Digit Recognition using Softmax Regression in Python

python computer-vision mnist classification digit-recognition softmax-regression webcam-capture digit-recognition-mnist

UpdatedSep 5, 2018
Python

trqminh /softmax-regression

Star8

get familiar with pytorch

softmax-regression pytorch-tutorial pytorch-implementation softmax-regressor

UpdatedFeb 1, 2021
Python

pkluber /MoS-Tensorflow

Star7

Mixture of Softmaxes implementation in Tensorflow

nlp machine-learning natural-language-processing softmax-regression

UpdatedJan 20, 2018
Python

arnejad /multiclass-classification

Star7

Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB

machine-learning machine-learning-algorithms naive-bayes-classifier softmax-regression from-scratch multiclass-classification multinomial-regression gaussian-classifier bayesian-logistic-regression weighted-logistic-regression

UpdatedApr 8, 2020
MATLAB

Armin-Abdollahi /Iris-Flower-Classification

Star7

python machine-learning random-forest svm image-processing xgboost logistic-regression support-vector-machines softmax-regression iris-classification pycaret

UpdatedApr 26, 2024
Jupyter Notebook

williamd4112 /simple-linear-classification

Star7

A python implementation of linear classification algorithm (including Probabilistic Generative Model, Probabilistic Discriminative Model). (See Pattern Recognition and Machine Learning, Bishop)

machine-learning regression artificial-intelligence pca classification logistic-regression lda softmax-regression bishop newton-raphson irls probabilistic-generative-model probabilistic-discriminative

UpdatedApr 11, 2017
Python

Naman-ntc /CIFAR-10-Recognition

Star6

Image Recognition on the CIFAR-10 training set using various approaches like Convolutional neural networks, Support Vector Machines, Softmax regression using only Numpy

convolutional-networks support-vector-machine nearest-neighbors softmax-regression cifar-10