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gaussian-discriminant-analysis

Here are 19 public repositories matching this topic...

bamtak / machine-learning-implemetation-python

Basic Machine Learning implementation with python

machine-learning linear-regression machine-learning-algorithms multinomial-naive-bayes k-means-implementation-in-python newton-method multiclass-logistic-regression gaussian-naive-bayes-implementation naive-bayes-implementation perceptron-algorithm gaussian-discriminant-analysis logistic-regression-scratch multiclass-gda-implementation wrapper-me

Updated Jul 1, 2020
Jupyter Notebook

zhaoyichanghong / machine_learing_algo_python

implement the machine learning algorithms by python for studying

Updated Oct 24, 2019
Python

tugrulhkarabulut / Gaussian-Discriminant-Analysis

Gaussian Discriminant Analysis introduction and Python implementation from scratch

python machine-learning supervised-learning classification quadratic-discriminant-analysis linear-discriminant-analysis gaussian-discriminant-analysis

Updated Jul 23, 2020
Jupyter Notebook

ogunlao / foundations_of_ml

Machine Learning algorithms built from scratch for AMMI Machine Learning course

linear-regression naive-bayes-classifier kmeans-clustering coordinate-descent kl-divergence perceptron-learning-algorithm kfold-cross-validation gaussian-discriminant-analysis

Updated Jul 5, 2020
Jupyter Notebook

alan-toledo / Machine-Learning-Algorithms

Machine Learning From Scratch

reinforcement-learning machine-learning-algorithms naive-bayes-classifier neural-networks logistic-regression k-means polynomial-regression expectation-maximization-algorithm svm-classifier poisson-regression gaussian-discriminant-analysis

Updated Feb 7, 2021
Python

galustian / Gaussian-Discriminant-Analysis

Implementations of the LDA and QDA algorithms for classification.

classification gaussian-discriminant-analysis

Updated May 24, 2018
Python

hthuwal / mcs-machine-learning

Assignments for the Machine Learning course (COL774) at IITD

neural-network random-forest svm naive-bayes linear-regression machine-learning-algorithms cnn pca logistic-regression gradient-descent decision-trees pegasos backpropogation gaussian-discriminant-analysis vgg13

Updated May 22, 2018
Python

Vedant2311 / Machine-Learning-Algorithms

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

Updated Jan 27, 2021
Python

NikhilGupta1997 / Machine_Learning_Models

Implementation of multiple Machine Learning Algorithms in Python

naive-bayes linear-regression neural-networks logistic-regression k-means decision-trees support-vector-machines principal-component-analysis gaussian-discriminant-analysis

Updated Mar 4, 2018
Python

tA-bot-git / python-logisticReg

sgd logistic-regression stochastic-gradient-descent newtons-method gda gaussian-discriminant-analysis

Updated Dec 13, 2018
Jupyter Notebook

SukritiGupta / Regression_and_GDA

Machine Learning COL774: Assignment 1

regression logistic-regression gaussian-discriminant-analysis

Updated Dec 20, 2019
Python

ankesh007 / Machine-Learning-Assignments

deep-learning neural-network svm regression cnn naive-bayes-classifier decision-trees iitd generalized-linear-models gaussian-discriminant-analysis

Updated Feb 4, 2019
Jupyter Notebook

ashengaout / Gaussian-Discriminant-Analysis

A from-scratch implementation of Bayesian decision theory. This project demonstrates the derivation of Linear Discriminant Analysis (LDA) and Quadratic Discriminant Analysis (QDA) by generating synthetic multivariate Gaussian datasets and calculating discriminant functions without high-level ML libraries.

data-science machine-learning numpy data-visualization pattern-recognition bayesian-inference from-scratch gaussian-discriminant-analysis

Updated Mar 3, 2026
Jupyter Notebook

siddharthKatageri / toy-gda

Exploring generative learning model

modeling classification-algorithm gaussian-distribution gda multivariate-gaussian-distribution gaussian-discriminant-analysis generative-learning-algorithms

Updated Jun 16, 2020
Python

yash98 / glm-gda

A few generalized linear models and one Gaussian discriminant analysis

linear-regression logisitic-regression locally-weighted-regression gaussian-discriminant-analysis

Updated Feb 15, 2019
Python

techcentaur / Machine-Learning-COL774

Machine Learning Assignments of the course COL774 taken by Parag Singla, at IIT Delhi.

machine-learning linear-regression naive-bayes-classifier logistic-regression iitd assignments locally-weighted-regression gaussian-discriminant-analysis

Updated May 12, 2019
Python

KavishBhatia / MachineLearning

adaboost support-vector-machines stochastic-gradient-descent bandit-algorithm gaussian-discriminant-analysis binary-logistic-regression

Updated Jul 1, 2019
Jupyter Notebook

archaic-magnon / Machine-Learning

Implemented various machine learning algorithms from scratch.

neural-network random-forest svm linear-regression machine-learning-algorithms logistic-regression decision-trees support-vector-machines naive-bayes-algorithm newton-method gaussian-discriminant-analysis

Updated Jul 12, 2021
Jupyter Notebook

pradyumnameena / COL774-Machine-Learning

Collection of assignments offered under COL774 - Machine Learning by Prof. Parag Singla

neural-network naive-bayes linear-regression machine-learning-algorithms logistic-regression breakout-game support-vector-machines decision-tree-classifier random-forest-classifier pytorch-cnn locally-weighted-regression sklearn-library gaussian-discriminant-analysis

Updated Mar 8, 2020
Python

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