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abtem

ab initio Transmission Electron Microscopy

ac-bo-hackathon.github.io

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

botorch

Bayesian optimization in PyTorch

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

gnnpapers

Must-read papers on graph neural networks (GNN)

gpax

Structured Gaussian Processes and Deep Kernel Learning

gpim

Gaussian processes and Bayesian optimization for images and hyperspectral data

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

hae

Human in the loop : automated experiments

learning-python-book-examples

Book by oreilly. reference : https://resources.oreilly.com/examples/0636920028154

lgnn

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

linearvae

Linear VAE

llama2.c

Inference Llama 2 in one file of pure C

lotka-volterra

Prey predator model

mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

mdsim

Training and simulating MD with ML force fields

ml

ML-Andrew ng solution

mlstem2024

Machine Learning in Scanning Transmission Electron Microscopy Workshop 2024