Poornima Devi's starred repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
ML-AI-Research-Papers---Solved
This repository contains everything you need to become proficient in ML/AI Research and Research Papers
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
recommender-systems
Python code prepared as a part of the Coursera specialization
pandas-videos
Jupyter notebook and datasets from the pandas video series
Datasets-for-Recommender-Systems
This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)
evalRS-CIKM-2022
Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems
Hands-On-Recommendation-Systems-with-Python
Hands-On Recommendation Systems with Python published by Packt
competitions
Solutions to Recommender Systems competitions
The-Movie-Cinema
The Movie Database for all language movies
AJAX-Movie-Recommendation-System-with-Sentiment-Analysis
A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user
naivebayes-email-author
Contains the script and data to train a simple naive bayes model to predict who wrote a text or email
spotify_recommendation
Finding which songs I like or not based on songs statistics
project-walkthroughs
Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
Handle-imbalanced-data
Get familiar with various techniques to handle the imbalanced class.
Hands-On-Natural-Language-Processing-with-Python
Hands On Natural Language Processing with Python, published by Packt
Transformers-for-Natural-Language-Processing
Transformers for Natural Language Processing, published by Packt