Pinned

1. Artificial-Intelliegence-Search-Problem Artificial-Intelliegence-Search-Problem Public

   The aim of the project is to implement algorithms that find good driving directions using uniform and A* search between pairs of cities in the US given by the user.

   Python

2. Hidden-Markov-Models-and-Viterbi-in-Natural-Language-Processing Hidden-Markov-Models-and-Viterbi-in-Natural-Language-Processing Public

   POS tagging using Bayes nets, Hidden Markov Models and calculation of maximum a posteriori (MAP) using Viterbi algorithm

   Python 2 3

3. Image-Classification-using-Neural-Networks-and-Adaboost Image-Classification-using-Neural-Networks-and-Adaboost Public

   Classification of images based on their orientation using Neural Networks, Adaboost and K-Nearest Neighbors

   Python 1 1

4. Optical-Character-Recognition-using-Hidden-Markov-Models Optical-Character-Recognition-using-Hidden-Markov-Models Public

   This project aims to recognize text from images using Hidden Markov Models and Viterbi algorithm

   Python 13 3

5. Exploratory-Data-Analysis-Multivariate-Logistic-Regression-using-R Exploratory-Data-Analysis-Multivariate-Logistic-Regression-using-R Public

   The aim of this project is to predict EPL soccer match outcome based on team attributes.

   R 1

6. Naive-Bayes-and-Bag-of-Words-for-Text-Classification-Problem Naive-Bayes-and-Bag-of-Words-for-Text-Classification-Problem Public

   Tweet classification according to their location using bag-of-words model after performing stop words removal, stemming an lemmatization.

   Python 2