PoornimaDevii

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

open-llms

📋 A list of open LLMs available for commercial use.

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

Surprise

A Python scikit for building and analyzing recommender systems

Datasets-for-Recommender-Systems

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

doccano

Open source annotation tool for machine learning practitioners.

moviegeek

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

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

deeplearning

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

pytorch-tutorials

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

notes

Learn about Machine Learning and Artificial Intelligence

Handle-imbalanced-data

Get familiar with various techniques to handle the imbalanced class.

books

Hands-On-Natural-Language-Processing-with-Python

Hands On Natural Language Processing with Python, published by Packt

CogVideo

Text-to-video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

Transformers-for-Natural-Language-Processing

Transformers for Natural Language Processing, published by Packt