All Machine Learning Algorithms
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Updated
Oct 17, 2020 - Jupyter Notebook
All Machine Learning Algorithms
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently t…
In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).
A Zeek script to generate features based on timing, volume and metadata for traffic classification.
Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.
The main aim of the project is to develop a sentiment analyzer that can be used on twitter data to classify it as positive or negative. Our project takes care of the challenge of bilingual comments, where people tweet in two languages, in this case Hindi and English, in the Latin Alphabet.
Deploy image classifier on a static website using javascript.
ObjectDetector uses OpenCV Haar cascade classifiers to detect different objects in images and videos with Python. For now, this repository includes my trained haar cascade classifier for detecting cars, the default haar cascade classifier for human faces (haarcascade_frontalface_default), a classifier for bananas from CodingRobin and a classifie…
Machine Learning Modelling On Regression & Classification Problems
Fast and accurate sequence demultiplexing
Registered Software. Official code of the published article "Automatic design of quantum feature maps". This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for tabular data.
ACL 2021 paper "Style is NOT a single variable: Case Studies for Cross-Style Language Understanding " by Dongyeop Kang and Eduard Hovy
Various classifiers using bayesian networks, for Knowledge Representation class at UNIBO
Classifiers to Mine For Ligandable Binding Cavity in RNA
Hotspotter is software used to classify energetic hot spots of protein:protein interaction
Classification of a music sample among 10 genres (rock, jazz, blues...) using several models
Following tutorials from Josh Gordon.
This module will introduce you to Artificial Neural Networks and a practical approach to build single and multilayer neural networks to solve supervised learning tasks
Fake News Detection on Liar dataset
This repository contains code and documentation for a machine learning project focused on predictive maintenance in industrial machinery. The project explores the development of a comprehensive predictive maintenance system using various machine learning techniques.
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