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27 search results found

Machine_learning_algorithms_from_scratch ⭐ 164

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

Ds_and_ml_projects ⭐ 110

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

Cropcareai ⭐ 25

An AI-driven platform offering crop recommendations, fertilizer suggestions, and disease detection for optimal farming

20 Newsgroups_text Classification ⭐ 24

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

Airline Passenger Satisfaction ⭐ 21

Determining the important factors that influences the customer or passenger satisfaction of an airlines using CRISP-DM methodology in Python and RapidMiner.

Machine Learning Techniques ⭐ 20

Repository containing introduction to the main methods and models used in machine learning problems of regression, classification and clustering.

Fudanuniversity Datamining ⭐ 18

2020 Spring Fudan University Data Mining Course HW by prof. Zhu Xuening. 复旦大学大数据学院2020年春季课程-数据挖掘（DATA620007）包含数据挖掘算法模型：Line Regression Model、Logistic Regression Model、Linear Discriminant Analysis、K-Nearest Neighbour、Naive Bayes Classifier、Decision Tree Model、AdaBoost、Gradient Boosting Decision Tree(GBDT)、XGBoost、Random Forest Model、Support Vector Machine、Principal Component Analysis(PCA)

Machine_learning_from_scratch ⭐ 15

Machine Learning models from scratch with a better visualisation

Ml Cliff Notes ⭐ 13

Machine Learning Cliff Notes

Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification

Sentimentanalysis Python Demo ⭐ 10

Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models

Document_classification ⭐ 10

Python code for classification of documents into different classes using machine learning

Application that predicts the number of stars that of a Yelp Review in realtime as a reviewer types it. Runs as a microservice-based application using Node.js, Python, and Docker. Displays results from Google Natural Language API and a custom trained classification models.

Foundationalml ⭐ 9

Beginner's guide to Machine Learning. Notebooks, blogs, resources and tracks to help anyone get started.

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

Iris_classification ⭐ 8

Iris classification with Python Scikit-learn 🌼

Iris Classifiers ⭐ 8

Iris classification project with @Neelesh7544

Heart Disease Prediction System Using Machine Learning ⭐ 7

A Heart Disease Prediction System built on machine learning

Sentiment Analysis Tfidf Vectorizer Method ⭐ 7

Sentiment Analysis of movie reviews by sklearn's naive bayes and TfIdf word vectorizer.

Functions and code snippets to help save the time!

Naivebayesks ⭐ 6

Code and other material for Naive Bayes KS

Bbc_news_classification_comparison ⭐ 6

BBC News classification algorithm comparison

Data Science Notes ⭐ 6

A collection of data science concepts, datasets, industry-applications, walk-through's & notes. See ISSUES tab for in-depth studies by topics.

Telecom Churn Prediction ⭐ 5

Telecom Churn Prediction using Machine Learning models

Twitter Sentiment Analysis ⭐ 5

Sentiment Analysis of Lockdown in India During COVID-19:A Case Study on Twitter

Data Analysis Python Projects ⭐ 5

This are my basic projects build from scratch, I have used Python for programming.

Stat333_project_2 ⭐ 5

Madison restaurant Yelp rating prediction based on review text

Understand and Run Naive Bayes Algorithm on Dry Beans dataset

Deepclimb ⭐ 5

A CNN approach to automatically assess bouldering routes difficulty levels

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