Intan Maharani's repositories
indonesian-financial-domain-lm
Post-training on Indonesian contextual language model (IndoBERT) for financial domain
azure-stream-analytics
Azure Stream Analytics
duplicate-questions-detection-nlp
Duplicate questions detection using Siamese Neural Networks Architecture
unsupervised-learning-projects
Projects on unsupervised learning. Implementation on PCA, Autoencoder, and Variational Autoencoder
Transfer-Learning-ResNet18
Implement multiclass classification task to classify images by using pretrained model ResNet18. Transfer learning with feature extractor and finetuning are used.
Question-Answering-Intelligent-System
Implements a question answering system with several knowledge bases such as web scraped the most relevant website (summarized and not summarized), and user-provided knowledge base. Using a pretrained model DistilBERT and Tesseract OCR to recognize handwritten questions.
Predicting-Rain-Event-using-FFNN
Implements binary classification task to predict rain event by using feed forward neural networks.
Disaster-Tweets-Classification
Implements binary classification task on tweets to determine whether it represents the occurrence of a disaster or not using Recurrent Neural Network (RNN).
Bank-Customer-Churn-Prediction-
Implements binary classification task to predict whether a customer will likely to churn based on several independent variables. Using a real and normalized data from one of the biggest banks in Indonesia.
FFNN-and-CNN-using-MNIST-and-SVHN-Datasets
Implements FFNN (feed forward neural networks) and CNN (convolutional neural network) to perform classification tasks on MNIST and SVHN datasets.
semi-supervised-learning
Semi supervised learning on MNIST dataset. Using pretrained layers (trained using Autoencoder and Variational Autoencoder algos) to perform multiclass classification.
IF5171
Materials for IF5171 DSAI course
react-admin-dashboard
Complete React Admin Dashboard
HackerRankSolutions
Solutions to HackerRank's Problems
uda
Unsupervised Data Augmentation (UDA)
Tic-Tac-Toe-Game
Tic Tac Toe game written in Python
Hotel-Room-Booking-Website-using-Cassandra
Application to book a room in a hotel using a nosql database called Cassandra