batch-gradient-descent

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ahmedbesbes /Neural-Network-from-scratch

Star264

Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?

python tutorial numpy neural-networks backpropagation decision-boundary loss batch-gradient-descent

UpdatedDec 24, 2018
Jupyter Notebook

je-suis-tm /machine-learning

Star258

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, F…

naive-bayes expectation-maximization support-vector-machine ridge-regression expectation-maximization-algorithm factor-analysis dbscan em-algorithm linear-discriminant-analysis stochastic-gradient-descent latent-semantic-analysis lasso-regression multinomial-naive-bayes singular-value-decomposition batch-gradient-descent sequential-minimal-optimization newton-method low-rank-approximation independent-component-analysis k-nearest-neighbors

UpdatedDec 16, 2022
Jupyter Notebook

gyrdym /ml_algo

Sponsor

Star197

Machine learning algorithms in Dart programming language

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

UpdatedJul 7, 2025
Dart

IvanBongiorni /TensorFlow2.0_Notebooks

Star37

Implementation of a series of Neural Network architectures in TensorFow 2.0

python classifier data-science machine-learning deep-learning neural-network tensorflow lstm rnn autoencoder dimensionality-reduction tensorflow-tutorials python-3 convolutional-neural-networks rnn-tensorflow forecast-model batch-gradient-descent cnn-classifier autograph tensorflow2

UpdatedApr 18, 2021
Jupyter Notebook

harshraj11584 /Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

Star25

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

adadelta momentum gradient-descent optimization-methods optimization-algorithms adam adagrad rmsprop gradient-descent-algorithm stochastic-optimizers stochastic-gradient-descent gradient-boosting adam-optimizer adamax stochastic-optimization batch-gradient-descent nesterov-accelerated-sgd amsgrad nesterov-momentum nadam

UpdatedMar 23, 2019
Python

bhattbhavesh91 /gradient-descent-variants

Sponsor

Star19

My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python

gradient-descent gradient-descent-algorithm stochastic-gradient-descent batch-gradient-descent mini-batch-gradient-descent gradient-descent-methods

UpdatedOct 14, 2019
Jupyter Notebook

tazriahelal /Gradient-Descent

Star4

Gradient Descent(From Scratch & With TensorFlow)

neural-network tensorflow numpy keras pandas gradient-descent batch-gradient-descent

UpdatedMar 31, 2023
Jupyter Notebook

burhanahmed1 /TwitSpark

Star3

Advanced Twitter sentiment analysis pipeline using Apache Spark for distributed data processing, featuring TF-IDF–based feature engineering and stochastic gradient-descent classification for scalable, real-time sentiment insights.

python machine-learning apache-spark sentiment-analysis numpy pandas seaborn pyspark matplotlib kmeans-clustering batch-gradient-descent knearest-neighbor-classification nltk-python textblob-sentiment-analysis schotastic-gradient-descent

UpdatedMay 7, 2025
Jupyter Notebook

NvsYashwanth /machinelearningmaster

Star3

All about machine learning

documentation machine-learning tutorial numpy linear-regression scikit-learn regression logistic-regression matplotlib gradient-descent ridge-regression polynomial-regression explanation learning-rate stochastic-gradient-descent lasso-regression batch-gradient-descent mini-batch-gradient-descent learning-curves regularization-methods

UpdatedOct 4, 2020
Jupyter Notebook

Vedant2311 /Machine-Learning-Algorithms

Star2

Compilation of different ML algorithms implemented from scratch (and optimized extensively) for the courses COL774: Machine Learning (Spring 2020) & COL772: Natural Language Processing (Fall 2020)

sentiment-analysis random-forest linear-regression scikit-learn machine-learning-algorithms naive-bayes-classifier neural-networks hyperparameter-optimization logistic-regression cvxopt decision-trees feature-engineering support-vector-machines stochastic-gradient-descent batch-gradient-descent post-pruning gaussian-discriminant-analysis yelp-review-analysis fmnist-dataset

UpdatedJan 27, 2021
Python

longtng /Stochastic-Gradient-Descent

Star2

The laboratory from CLOUDS Course at EURECOM

python spark cloud-computing stochastic-gradient-descent batch-gradient-descent mini-batch-gradient-descent

UpdatedFeb 25, 2019
HTML

Elisayiqin /Machine-Learning-Sec.2

Star2

线性回归算法，close-form, batch 梯度下降，mini-batch 梯度下降，随机梯度下降，RMSE

linear-regression pycharm stochastic-gradient-descent batch-gradient-descent close-form

UpdatedJan 26, 2021
Python

DeepraMazumder /Social-Network-Ads-Prediction-Analysis

Star1

A Machine Learning project to predict user interactions with social network ads using demographic data to optimize ad targeting

logistic-regression demographics stochastic-gradient-descent ad-targeting batch-gradient-descent mini-batch-gradient-descent

UpdatedSep 7, 2024
Jupyter Notebook

prabhuvashwin /Credit-Card-Fraud-Detection

Star1

Naive Bayes classifier and Logistic Regression classifier to predict whether a transaction is fraudulent or not

java naive-bayes-classifier logistic-regression hadoop-mapreduce gaussian-distribution batch-gradient-descent

UpdatedDec 9, 2017
Java

Abdelrahman13-coder /Optimization

Star1

This repository includes implementation of the basic optimization algorithms (Batch-Mini-stochatic)Gradient descents and NAG,Adagrad,RMSProp and Adam)

optimization gradient-descent optimization-algorithms adagrad rmsprop stochastic-gradient-descent adam-optimizer batch-gradient-descent