Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / AICrafter08 / IMDB-Sentiment-Analysis
It offers an in-depth exploration into classifying IMDB movie reviews using machine learning and NLP techniques. It details steps from data preprocessing and feature extraction to model training with both classical and neural network approaches, aimed at predicting review sentiments.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AICrafter08%2FIMDB-Sentiment-Analysis
Stars: 1
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 56.6 KB
Dependencies:
6
Created: 3 months ago
Updated: about 2 months ago
Last pushed: about 2 months ago
Last synced: about 2 months ago
Topics: classification, deep-learning, imdb-dataset, machine-learning, neural-network, python, sentiment-analysis, sentiment-classification, tf-idf
Files
Dependencies
- kaggle *
- nltk *
- numpy *
- pandas *
- scikit-learn *
- tensorflow *