BigBird for bio-medical domain
? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
A full spaCy pipeline and models for scientific/biomedical documents.
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
From the Tensor to Stable Diffusion, a rough outline for a 1 week course.
A Library for Uncertainty Quantification.
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
