poyentung

poyentung's Stars

• rasbt/LLMs-from-scratch

  Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook37.4k4.8k

• JuDFTteam/best-of-atomistic-machine-learning

  🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.

  42539

• materialsvirtuallab/m3gnet

  Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.

  Language:Python25766

• google-deepmind/materials_discovery

  Language:Jupyter Notebook918150

• microsoft/mattersim

  MatterSim: A deep learning atomistic model across elements, temperatures and pressures.

  Language:Python25420

• eseckel/ai-for-grant-writing

  A curated list of resources for using LLMs to develop more competitive grant applications.

  Language:Python3.4k437

• facebookresearch/hydra

  Hydra is a framework for elegantly configuring complex applications

  Language:Python8.9k648

• Aider-AI/aider

  aider is AI pair programming in your terminal

  Language:Python24.4k2.2k

• atomicarchitects/equiformer_v2

  [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

  Language:Python23133

• FAIR-Chem/fairchem

  FAIR Chemistry's library of machine learning methods for chemistry

  Language:Python946271

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python12.2k742

• ollama/ollama

  Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

  Language:Go106k8.5k

• graphcore/ogb-lsc-pcqm4mv2

  The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured data

  Language:Jupyter Notebook7114

• openai/swarm

  Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

  Language:Python17.5k1.8k

• materialsvirtuallab/matgl

  Graph deep learning library for materials

  Language:Python30068

• orbital-materials/orb-models

  ORB forcefield models from Orbital Materials

  Language:Python21623

• poyentung/sigma

  Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)

  Language:Jupyter Notebook184

• kyonofx/MDsim

  [TMLR 2023] Training and simulating MD with ML force fields

  Language:Python10512

• poyentung/balsa

  Benchmark suite for active learning (with surrogate models) in scientific discovery, featuring standardised tasks in materials science and biology 🧪🤖

  Language:Python5

• Bop2000/DANTE

  Deep Active learning with Neural-surrogate-guided Tree Exploration

  Language:Jupyter Notebook7

• bolducp/coderbyte

  my python solutions to coderbyte challenges

  Language:Python3221

• py4dstem/py4DSTEM

  Language:Python213144

• facebookresearch/LaMCTS

  The release codes of LA-MCTS with its application to Neural Architecture Search.

  Language:Python46471

• Stability-AI/stablediffusion

  High-Resolution Image Synthesis with Latent Diffusion Models

  Language:Python39.7k5.1k

• dibrale/samist

  Segment Anything Model (SAM) Image Segmentation Tool - SAMIST. Python GUI for image segmentation using SAM by Meta AI.

  Language:Python22913

• AMCLab/TemGymBasic

  Language:Jupyter Notebook2711

• facebookresearch/segment-anything

  The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

  Language:Jupyter Notebook48.4k5.7k

• dovahcrow/patchify.py

  A library that helps you split image into small, overlappable patches, and merge patches into original image.

  Language:Python21426

• volume-em/empanada-napari

  Panoptic segmentation algorithms for 2D and 3D electron microscopy in napari

  Language:Python208

• cheng-01037/Self-supervised-Fewshot-Medical-Image-Segmentation

  [ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)

  Language:Python40650