Use Python and NLTK to build out your own text classifiers and solve common NLP problems
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Updated
Jan 15, 2020 - Jupyter Notebook
Use Python and NLTK to build out your own text classifiers and solve common NLP problems
The uploaded codes help to classify emails into spam and non spam classes by using Support Vector Machine classifier.
Build intelligent applications that can interpret the human language to deliver impactful results
Access the Linear or RBF kernel SVM from OCaml using the R e1071 or svmpath packages
This repository contains some machine learning projects as a practise on machine learning course on Coursera for Prof. Andrew Ng from Stanford University.
An image classifier that determines whether an image contains a dog or a cat.
Short project done for the course "Introduction to Machine Learning" @ UniTS.
In this we trained a model to detect if there is a tumor in the brain image given to the model. Meaning a model for binary class with an accuracy of above 90 for same and cross validation.
Pipeline for mask detection over a Pi camera video feed.
A binary classifier to test whether an image belongs to the "hot dog" class or the "not hot dog" class, as seen on HBO's Silicon Valley.
Binary Linear Classifier - AI Supervised Algorithm
Silicon Valley inspired binary classifier to identify hot-dogs and not-hot-dogs. Source: https://www.youtube.com/watch?v=vIci3C4JkL0
Using machine learning and neural networks, use the features in the provided dataset to create a binary classifier that can predict whether applicants will be successful if funded by Alphabet Soup.
Explores classification methods to predict whether a student will answer a test question correctly
Binary classifier that determines whether an image is of a cat or a dog.
Diabetes Prediction using Three Machine Learning Algorithms - Logistic Regression, Random Forest & SVM
A novel ML-based binary classifier to tell viral and non-viral long reads apart in metagenomic samples.
Online Passive Aggressive Binary Classifier
MNIST Handwritten Digits Classification
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