Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

• UpdatedJul 2, 2020
• Python

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

• UpdatedSep 10, 2021
• Jupyter Notebook

This repository contains a DistilBERT model fine-tuned using the Hugging Face Transformers library on the IMDb movie review dataset. The model is trained for sentiment analysis, enabling the determination of sentiment polarity (positive or negative) within text reviews.

• UpdatedDec 17, 2023
• Jupyter Notebook

A Vagrant box that automatically loads the IMDB dataset into Postgres

• UpdatedMar 22, 2024
• Shell

🎬 An attempt at the most complete IMDb API

• UpdatedJan 12, 2024
• TypeScript

This repository contains analysis of IMDB data from multiple sources and analysis of movies/cast/box office revenues, movie brands and franchises.

• UpdatedJun 1, 2020
• TSQL

Visualize the IMDB rating of every episode for any TV series.

• UpdatedNov 10, 2023
• JavaScript

Text Classification using Mamba Model

• UpdatedJul 15, 2024
• Python

In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtained a very good accuracy of 93%.

• UpdatedMay 12, 2023
• Jupyter Notebook

🎥 R data package to explore Pixar films, the people, and reception data

• UpdatedMar 15, 2025
• R

Pytorch implementation of the paper Convolutional Neural Networks for Sentence Classification

• UpdatedJan 21, 2020
• Python

Detect actor / actress faces in an image and list their work (movies / series)

• UpdatedOct 8, 2017
• Python

Nano-BERT is a straightforward, lightweight and comprehensible custom implementation of BERT, inspired by the foundational "Attention is All You Need" paper. The primary objective of this project is to distill the essence of transformers by simplifying the complexities and unnecessary details.

• UpdatedOct 19, 2023
• Jupyter Notebook

Topics related to Deep Learning

• UpdatedJul 6, 2023
• Jupyter Notebook

A machine learning model to recommend movies & tv series

• UpdatedOct 26, 2020
• Python

Sentiment analysis of IMDB dataset.

• UpdatedOct 27, 2020
• Jupyter Notebook

Repository of state of the art text/documentation classification algorithms in Pytorch.

• UpdatedFeb 15, 2019
• Jupyter Notebook

Fetch movie data from IMDB and output in JSON format.

• UpdatedSep 6, 2020
• Python

Builds a Microsoft SQL Server 2016+ relational database from IMDb official data files, to support personal querying.

• UpdatedMar 22, 2021
• TSQL

• UpdatedSep 28, 2022
• Jupyter Notebook