Computer Vision and its application in Autonomous Vehicles
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Updated
Mar 26, 2023 - Jupyter Notebook
Computer Vision and its application in Autonomous Vehicles
An implementation of a Naive Bayes Classifier for predicting Hafez and Saadi poems
nlpNatural Language Processing MAterial
basic algorithm for NLP
This is an entire implementation with Good-Turing estimate, MLE, and Laplacian backoff Language Model
Multinomial naive Bayes newsgroup document classification without relying on pre-built sklearn modules. Smoothing and inverse document frequencies utilized to improve model accuracy.
Notebooks explaining various Machine Learning concepts.
This project involves analyzing a database of students enrolled in an online course. By examining variables such as video view time and pause frequency, we aim to gain valuable insights into student engagement and optimize the learning experience. Key concepts include k means clustering, linearized regression and naive bayes regression.
Ranks passages against queries using various models and techniques.
Tools for navigationally safe bathymetric surface processing - Rolling Coin algorithm, iterative Laplacian smoothing, shoal buffering and surface offsetting. Efficient implementations written in C. Simple command-line interface to support scripting use.
This Project is an implementation of a Naive Bayes Classifier with use of Laplace Smoothing technique.
Machine Learning Spam Filter from scratch
Ngrams with basic smoothing.
An OCR that is able to detect numbers in ascii images with 80.7% accuracy, utilizing Naive Bayes and Laplace smoothing
Distributed and Online Maintenance of Bayesian Networks in Apache Flink
Word embeddings from PPMI-weighted and dirichlet-smoothed co-occurrence matrices
Advanced techniques for improving performance of Hidden Markov Models
A filename based interactive video tagging tool.
Natural Language Processing 2nd Mini Project
Add a description, image, and links to the laplace-smoothing topic page so that developers can more easily learn about it.
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