Adam Lerer's repositories

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

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PyTorch-BigGraph-1

Generate embeddings from large-scale graph-structured data.

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adamlerer.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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openfold

Trainable PyTorch reproduction of AlphaFold 2

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webDiplomacy

Play Diplomacy online

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cryodrgn_fork

Neural networks for cryo-EM reconstruction

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webDiplomacy-dev-docker

A docker harness for development of webDiplomacy

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esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

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simba

SIMBA: SIngle-cell eMBedding Along with features

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simba_pbg

A customized PyTorch-BigGraph (PBG) package for "simba", modified from https://github.com/facebookresearch/PyTorch-BigGraph

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bioconda-recipes

Conda recipes for the bioconda channel.

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alphafold

Open source code for AlphaFold.

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droidlet

A modular embodied agent architecture and platform for building embodied agents

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covid-19

A collection of work related to COVID-19

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relion

Image-processing software for cryo-electron microscopy

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Ca-Backbone-Prediction

Deep Learning for Ca Backbone Prediction from High Resolution CryoEM Data

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Hanabi_SPARTA

Research code implementing the search AI agent for Hanabi, as well as a web server so people can play against it

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Tutorials

Tutorials for creating figures, tables, or other content for AAS Journals.

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Hanabi

Framework for writing bots that play Hanabi.

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pytorch-examples

Simple examples to introduce PyTorch

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yolo2-pytorch

YOLOv2 in PyTorch

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pytorch-yolo3

pytorch yolo3

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EventListenerOptions

An extension to the DOM event pattern to allow authors to disable support for preventDefault

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