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README.md

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@@ -32,17 +32,17 @@ If you use the code, data, models, or results. please cite our [preprint](https:
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## Installation
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**Requirements**:
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* PyTorch: 2.2 and above
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* PyTorch: 2.2 and above (2.7 recommended)
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* CUDA 12.0 and above
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* Optionally install Flash Attention 2 following installation instructions here: https://github.com/Dao-AILab/flash-attention
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We recommend creating a clean conda environment with Python 3.10.16
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We recommend creating a clean conda environment with Python 3.10
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```bash
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conda create --name dayhoff python=3.10.16
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conda create --name dayhoff python=3.10
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```
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In that new environment, install PyTorch, mamba-ssm, and causal-conv1d. Then install Dayhoff. Optionally, install Flash Attention 2.
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In that new environment, install PyTorch, mamba-ssm, and causal-conv1d, then install Dayhoff. Optionally, install Flash Attention 2.
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```bash
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pip install dayhoff

img/fig1_schematic.png

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pyproject.toml

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[project]
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name = "dayhoff"
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version = "0.0.5"
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version = "0.1.0"
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description = "Python package for generation of protein sequences and evolutionary alignments via discrete diffusion models"
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readme = "README.md"
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requires-python = ">=3.10.16"
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license = "MIT"
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license-files = ["LICEN[CS]E*"]
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license-files = [
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"LICENSE"
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]
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authors = [
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{ name = "Kevin K. Yang", email = "kevyan@microsoft.com"},
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{ name = "Sarah A. Alamdari", email = "salamdari@microsoft.com"},
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{ name = "Neil Tenenholtz", email = "netenenh@microsoft.com"},
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{ name = "Ava P. Amini", email = "ava.amini@microsoft.com"}
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]
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classifiers = [
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.10",
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# "License :: OSI Approved :: MIT License",
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#"License :: OSI Approved :: MIT License",
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"Operating System :: OS Independent"
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]
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"biopython>=1.85",
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"sequence-models>=1.8",
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"scipy>=1.13",
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"evodiff>=1.1",
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]
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[project.optional-dependencies]
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Issues = "https://github.com/microsoft/dayhoff/issues"
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HuggingFace = "https://huggingface.co/collections/microsoft/dayhoff-atlas-6866d679465a2685b06ee969"
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[tool.setuptools.packages.find]
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where = ["."]
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include = ["dayhoff*"]

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