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agents.jl

Agent-based modeling framework in Julia

all-of-statistics

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

convert_fgd_dem

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

databook_python

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

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

efficient-capsnet

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

gamlp

Code of GAMLP for Open Graph Benchmark. KDD‘22

gemini

Gemini is a modern LaTex beamerposter theme 🖼

hegnnenhancecnn

Graph + Image Bimodal Deep Learning for Histology Image Classification

lecture_data_driven_science

2023/09/13 Tokushima University + Yasuhiko Igarashi

llmspracticalguide

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

matrix-capsules-with-em-routing

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

ml-cvnets

CVNets: A library for training computer vision networks

mlp-attention

Multilayer Perceptron Attention Layer implementation for Relation Extraction

multimae

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

performer-pytorch

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

posts

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

pytorch-on-angel

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

tu_latex_template