dqgdqg

MatText

Text-based modeling of materials.

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

torchtune

A Native-PyTorch Library for LLM Fine-tuning

pdfGPT

PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!

nomad

NOMAD lets you manage and share your materials science data in a way that makes it truly useful to you, your group, and the community.

nomad-examples

Examples of using the Novel Materials Discovery (NOMAD) database, especially downloading all chemical formulas.

qmpy

A suite of computational materials science tools.

headscale

An open source, self-hosted implementation of the Tailscale control server

matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

CrystaLLM

A Large Language Model of the CIF format for Crystal Structure Generation

crystal-text-llm

Large language models to generate stable crystals.

materials_discovery

MatSciBERT

Material Science Aware Language Model

MatBERT

A pretrained BERT model on materials science literature

Downstream-Dinov2

Downstream-Dino-V2: A GitHub repository featuring an easy-to-use implementation of the DINOv2 model by Facebook for downstream tasks such as Classification, Semantic Segmentation and Monocular depth estimation.

chatbox

User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama...)

minigame-unity-webgl-transform

Wechat Mini Game Unity engine adapter documents.

Material_Recommender

rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

xyztransformer

coming soon

Awesome-Trajectory-Motion-Prediction-Papers

DragGAN

Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold" （DragGAN 全功能实现，在线Demo，本地部署试用，代码、模型已全部开源，支持Windows, macOS, Linux）

Awesome-Masked-Autoencoders

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

AnomalyBERT

homepage

AI4EPS: Artificial Intelligence for Earth and Planetary Science

Time-Series-Library

A Library for Advanced Deep Time Series Models.

data-resources-for-materials-science

A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.

libcomcat

Library of functions and wrapper scripts for accessing ANSS ComCat server data

flirt

Are you ready to FLIRT with your wearable data?