Farrel Satya Putra's repositories
optimize-BERT-inference
Comparison study to find the most effective way to optimize BERT inference time.
sentiment-analysis-IndoBERT
Finetuning IndoBERT to do sentiment analysis task
Stock-Prediction
Implementasi algoritma ML dan DL untuk memprediksi harga saham.
CNN-on-CIFAR100
Implements CNN to classify images on CIFAR100 dataset
personality-evaluator
Create a web apps that can evaluate candidate's personality inferred from their test and tweets.
Goalsetter-MERN
Goalsetter app used to write down goals and save it using MERN stack.
Keeper-App
A simple app to keep notes. This app was made to implement React library.
Authentication-Secrets
A simple web app to demonstrate how authentication works.
Todo-List-App
A simple to-do list app.
Story
Cerita coba-coba.
newsletter-signup
A newsletter web apps that allows anyone to sign up to the mailing list.
PCA-Autoencoder-3D-Model
Berisi file notebook .ipynb dan pdf hasil output 3D model. Menggunakan dataset CoMA.
cv
Contains Farrel's personal website.
Praktikum-Clustering
Berisi file praktikum keempat mata kuliah IF5171 Pembelajaran Mesin DSAI.
Wine-Quality-Classification
Contains notebook using various ML algorithms to classify wine quality.
RockPaperScissors-Classification
Berisi file .ipynb tentang klasifikasi gambar yang mendeteksi gestur rock, paper, atau scissor pada tangan.
Classification
Berisi file .ipynb untuk menyelesaikan praktikum ketiga IF5171 dan mengikuti kompetisi di kaggle.
Linear-Regression
Repo ini berisi file .ipynb beserta dataset untuk menyelesaikan praktikum kedua di mata kuliah IF5171 Pembelajaran Mesin DSAI.
BertSum
Code for paper Fine-tune BERT for Extractive Summarization
Refresh
Ranking Sentences for Extractive Summarization with Reinforcement Learning