What if an HNSW index was just a file, and you could serve it from a CDN, and search it directly in the browser?

中文文本挖掘|舆情分析|Hadoop|Java|MapReduce

Genetic Algorithm, Curve Fitting, Reinforcement Learning, Iteration Value, Iteration Policy, FrozenLake-v1 Environment, Q-Learning, Hidden Markov Models, ML, Linear Regression, Multiple Regression, Classification, Decision Tree, K-Nearest Neighbors, Logistic Regression, Optimization, Random Forest, Gradient Boosting, XGBoost Classifier

A simple Django-based resume ranker website where recruiters post their jobs and candidates applies for their desired vacancies. The system gets the document similarity between the job description and the candidate resumes, generates similarity scores using the KNN model, and rank or shortlist the candidate resumes.

Project with examples of different recommender systems created with the Surprise framework. Different algorithms (with a collaborative filtering approach) are explored, such as KNN or SVD.

A collection of simple machine learning projects, that got me started in this wonderful domain!

Design Laboratory: Cybersecurity, Reliability and Risk – malware discovery with machine learning

Moodify is a Flask-based web application that seamlessly integrates facial emotion recognition (FER) with personalized music recommendations.

Collection of all my Machine Learning Projects during and after graduating from Udacity's Machine Learning Nanodegree Program.

kNN algorithm - Go Language

IIT Kharagpur ML Assignments by Prof. Pabitra Mitra

Here I developed a machine learning model for predicting personality traits. It analyzes personal behavior data and uses algorithms like KNN, Logistic Regression, Decision Tree to classify individuals based on traits. It automates the personality assessment process, providing insights for social media, advertising, and recruitment.

This is an analysis on Black Lives Matter Tweets from Normal People and News Channels using various Unsupervised Natural Language Processing techniques. Tweets starting from 2020-05-25 (death of George Floyd) to 2020-08-01.

Overview of statistical learning methods for classification

This repository contains project materials for the Fall 2023 MGT 256 class. This project is completed with assists from Professor Adem Orsdemir.

Repository for the "Fundamentos del Aprendizaje Automático" subject

Interpolation for Missing Data

A recommender system project, to predict TV shows starting from a URM and ICM matrix dataset. The project passed all the annointed professor baselines.

CultiVision is a data science-driven precision agriculture platform using machine learning and deep learning for crop selection, fertilizer optimization, and pest management. Built with Python, Flask, and TensorFlow.