Jordi Mulet Albiach's repositories
alpaca-lora
Instruct-tune LLaMA on consumer hardware
awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Causal-Inference-and-Discovery-in-Python
Causal Inference and Discovery in Python by Packt Publishing
Data-Analysis
Data Science Using Python
fastText
Library for fast text representation and classification.
genai-stack
Langchain + Docker + Neo4j + Ollama
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Practical-Deep-Learning-Book
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker