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aecroscopy.pyae

aecroscopy

allegro

Allegro is an open-source code for building highly scalable and accurate equivariant deep learning interatomic potentials

atomai

Deep and Machine Learning for Microscopy

bo_research

citation_miner

Uses scholarly to mine last n years of citations

code-listings

Code Listings for the book: Optimization Algorithms. Manning Publications, 2023.

col775_assignments

COL 775 assignment

cvl867_assignment_sol

Contains_code_and_report

darts

A python library for easy manipulation and forecasting of time series.

dotfiles

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

equiformer

[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

gnn_tut

gnn handson

gpim

Gaussian processes and Bayesian optimization for images and hyperspectral data

hae

Human in the loop : automated experiments

langsim

Application of Large Language Models (LLM) for computational materials science

lgnn

Refactoring: https://github.com/M3RG-IITD/LGNN

linearvae

Linear VAE

llamp

A web app and Python API for multi-modal RAG framework to ground LLMs on high-fidelity materials informatics. An agentic materials scientist powered by @materialsproject, @langchain-ai, and @openai

lotka-volterra

Prey predator model

mdsim

Training and simulating MD with ML force fields

meeting-reporter

Human-AI collaboration to produce a newstory about a meeting from minutes or transcript

ml

ML-Andrew ng solution

mlstem2024

Machine Learning in Scanning Transmission Electron Microscopy Workshop 2024

mse672-introduction-to-tem

MSE672 Course of the MSE Department at UTK in the Spring Semester 2024

nanolocz

Atomic Force Microscopy Analysis Platform

nbeats-distribution

nequip

NequIP is a code for building E(3)-equivariant interatomic potentials

neu_sde

Code to paper: Discovering mesoscopic descriptions of collective animal movement with neural stochastic modelling

news-classifier-from-scratch-scraping-training-deployment

data_scraping, preprocessing, training classfier and finally deployed