Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

Machine learning algorithms in Dart programming language

machine learning algorithm

Matlab library for gradient descent algorithms: Version 1.0.1

[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

practice on CIFAR10 with Keras

Short description for quick search

Example CNN on CIFAR-10 classification

Handwritten Digit Recognition using Softmax Regression in Python

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

get familiar with pytorch

Mixture of Softmaxes implementation in Tensorflow

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

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

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

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

This project provides a series of MxNetR example for letting readers to get started quickly.

Projects for Knowledge Engineering class (BIT北理工, NLP, 知识工程)

Maths behind machine learning and some implementations from scratch.

💉 Vaccine Sentiment Classifier is a deep learning classifier trained on real world twitter data, that distinguishes 3 types of tweets: Neutral, Anti-vax & Pro-vax.