Popular GitHub Repositories for Nature Comput Sci

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)

Specify a github or local repo, github pull request, arXiv or Sci-Hub paper, Youtube transcript or documentation URL on the web and scrape into a text file and clipboard for easier LLM ingestion

Tensors and dynamic neural networks in pure Rust.

Omniscient Knowledge Graph for Artificial Intelligence

基于Pytorch和torchtext的自然语言处理深度学习框架。

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

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

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.

Scientific Large Language Models: A Survey on Biological & Chemical Domains

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

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

VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.

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

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

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

Regression Transformer (2023; Nature Machine Intelligence)