Ecosyste.ms: Awesome
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Projects in Awesome Lists by gaizkiaadeline
A curated list of projects in awesome lists by gaizkiaadeline .
https://github.com/gaizkiaadeline/text-classification-model-using-lstm-and-word2vec-vectorization
This repository contains a text classification model using LSTM, Word2Vec embeddings, and the Adam optimizer for efficient training and classification of textual data. The model classifies textual data based on pre-trained word vectors and is built with TensorFlow and Keras.
adam-optimizer keras lstm tensorflow word2vec
Last synced: 24 Oct 2024
https://github.com/gaizkiaadeline/rock-paper-scissor-image-classification
This image classification project focuses on classifying images of rock, paper, and scissors gestures using machine learning techniques. The model achieved an impressive validation accuracy of 98.86%, indicating its effectiveness in accurately classifying hand gestures.
callback data-generator image-augmentation image-classification sequential-models
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/credit-card-approval-prediction
Credit Card Approval Prediction using Soft Voting, Hard Voting, ADABoost, and XGBoost
adaboost machine-learning xgboost
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/text-classification-using-lstm-and-skip-gram-vectorization
Text classification project using an LSTM model and text vectorization with the Skip-gram technique. The model is designed to classify text data into different labels with flexible hyperparameter tuning options.
lstm skipgram text-classification
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/random-number-generator
OOP Project - Java GUI
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/cookpal-tfidf
App Recommendation for Food Recipes Based on a List of Ingredient using Term Frequency–Inverse Document Frequency (TF-IDF)
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/extractive-summarization-of-news-articles
A project on extractive summarization of news articles using top 3 and top 5 sentence extraction methods, evaluated with Rouge Score. The project includes detailed analysis of the generated summaries’ quality.
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/ilkea
This project is a web-based furniture store simulation built using HTML, CSS, and JavaScript. The ILKEA website offers a clean and responsive design, simulating key features of an e-commerce platform, including product displays, a shopping cart, member register, and intuitive navigation.
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/kalkulator-segitiga
Mini Course Software Engineer ReVoU
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/clustering-and-topic-extraction-of-twitter-x-responses-to-bsi-s-2023-ransomware-attack
A project analyzing user tweets about the 2023 BSI ransomware attack using clustering and topic extraction methods. Persona analysis is performed on both approaches, with a comparison of the results to extract key insights.
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/classification-of-living-organism-kingdoms
Classification of Living Organism Kingdoms Based on Codon Content in mRNA using Machine Learning. Implementing several machine learning models for classification, including Decision Tree, Random Forest, and SVM.
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/shoot-game-kominfowit
Final Project Group 1, Class J, Indonesian Women in Tech: Programming with Python dengan Game berjudul "COVID-19 Battle!".
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/bncc-mid-adeline
Mid Project BNCC LnT BackEnd Development Gaizkia Adeline Atmaka
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/wine-variety-classifier-using-distilbert
Classifying Wine Varieties Based on The Provided Wine Expert Descriptions in The Wine Reviews Dataset using DistilBERT as the Language Model
distilbert fine-tuned text-classification text-mining
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/bncc2101153---gaizkia-adeline-atmaka
Mid Project for LnT Back-End Development
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/multilabel-hate-speech-classification-using-llm
A project focused on building a multilabel classification model to detect hate speech on social media using BERT and ALBERT pretrained models. It includes data augmentation techniques and hyperparameter tuning for optimal performance in identifying abusive content and hate speech.
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/forest-fire-prediction-using-data-mining-techniques
This project focuses on predicting forest fire areas using the Fire Weather Index (FWI) dataset. Key methods include the use of Log Transform to normalize the burned area data, improving the performance of linear regression models. Data analysis and visualizations like histograms and QQ plots are utilized to explore patterns and model accuracy.
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/finalproject_be
BNCC2101153---Gaizkia-Adeline-Atmaka
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/beeinlove
Dating App based on user interest and give the user suggestion by the compability score
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/adele-agency-oop9-
Program to Manage All Artist at Adele's Agency
Last synced: 06 Nov 2024
https://github.com/gaizkiaadeline/xiaodingdong
Food & Beverage Ordering System Using Laravel Framework
Last synced: 18 Oct 2024