Nur Alia Natasha's starred repositories
LDATopicModelling
In this notebook i will be demonstarting Latent Dirchlet Allocation(LDA) for topic modelling. I will be using the Amazon fine food reviews dataset from Kaggle(https://www.kaggle.com/snap/amazon-fine-food-reviews) for performing LDA based topic modelling I will be using the gensim package for LDA topic modelling and pyLDAvis for visualization of LDA topic model
TopicModelling-LSA-LDA
Retrieving 'Topics' (concept) from corpus using (1) Latent Dirichlet Allocation (Genism) for modelling. Perplexity and Coherence score were used as evaluation models. (2) Latent Semantic Analysis using Term Frequency- Inverse Document Frequency and Truncated Singular Value Decomposition.
ldaCoherence
Python implementation of the LDA topic modeler with Coherence score calculations. See README for sources.
word_cloud
A little word cloud generator in Python
Data-Science-Concepts
The repository contains all the machine learning, deep learning and NLP concepts with examples in python
CIVL555_Presentation
Interactive Python application to demonstrate an Ant Colony Optimization algorithm applied to a sensor placement problem for a municipal water distribution network.
VRPTW-ACO-python
A python implementation of a ant colony optimization based solution to Vehicle Routing Problem with Time Windows.
Vehicle-Routing-Problem
The repository details using ant colony optimization and genetic algorithms to optimize VRP for the Computational Intelligence course project at Habib University (Spring 2021)
Capacitated-vehicle-routing-problem-with-time-windows
Used genetic,particle swarm and ant colony optimization algorithm in python
VRPTW_GA_PSO
Vehicle Routing Problem with Time Windows solver using Genetic Algorithm and Particle Swarm Optimization
py-ga-VRPTW
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
PyBacktesting
🚀 Optimizing the Elliott Wave Theory using genetic algorithms to forecast the financial markets.
pyqt_genetic_algo
genetic algorithm usage for routing optimization ( pyqt )