Discover and converse with advanced AI models like Mistral, LLAMA2, and GPT-3.5 from leading sources like OLLAMA, Hugging Face, and OpenAI. Easily extract insights from PDFs, web pages, and YouTube…

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Apps (mostly streamlit) for the "Probabilistic Machine Learning" Lecture course at the University of Tübingen

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Agent-based modeling framework in Julia

Gemini is a modern LaTex beamerposter theme 🖼

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

This repository contains implementations and illustrative code to accompany DeepMind publications

PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.

Graph + Image Bimodal Deep Learning for Histology Image Classification

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

Code of GAMLP for Open Graph Benchmark. KDD‘22

A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).

CVNets: A library for training computer vision networks

An implementation of Performer, a linear attention-based transformer, in Pytorch

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

Self-study on Larry Wasserman's "All of Statistics"

Pieces of code that have appeared on my blog with a focus on stochastic simulations.

convert DEM ("xml" or "folder containing .xml" or ".zip containing .xml") to GeoTiff and Terrain RGB (Tiff).

Multilayer Perceptron Attention Layer implementation for Relation Extraction