Popular GitHub Repositories for Springer Nature

PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

[Nature Reviews Bioengineering?] Application of Large Language Models in Medicine. A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

Omniscient Knowledge Graph for Artificial Intelligence

We build KGs the way nature builds matter

基于Pytorch和torchtext的自然语言处理深度学习框架。

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

Towards a general-purpose foundation model for computational pathology - Nature Medicine

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

A vision-language foundation model for computational pathology - Nature Medicine

Accompanying code for "Discovering State-of-the-art Reinforcement Algorithms" Nature publication

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to extract visual and language features from pathology images and text description. The model is a fine-tuned version of the original CLIP model.

Draw flowchart, sequence diagram, class diagram, user journey, gantt, C4C diagram with nature language.

A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)

[ICCV 2021] Aligning Latent and Image Spaces to Connect the Unconnectable

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

PocketGen (Nature Machine Intelligence 24): Generating Full-Atom Ligand-Binding Protein Pockets

A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.

Regression Transformer (2023; Nature Machine Intelligence)

[Nature Machine Intelligence 2024] Code and evaluation repository for the paper