目录 收起 一、选择对应的Notebook 二、输入氨基酸序列 三、全部运行 AlphaFold是一种由 DeepMind 开发的人工智能蛋白质结构预测系统。它通过结合深度学习和神经网络技术,旨在解决蛋白质结构预测这一长期以来困扰科学界的难题。 AlphaFold能够从蛋白质序列中提取关键特征,并预测出蛋白质的三维结构。此外,它还利用了...
为了使没有运算资源的研究人员能够使用AlphaFold2,研究人员开发了基于谷歌Colaboratory的解决方案。Colaboratory是一个由谷歌托管的Jupyter Notebook的专有版本。用户可以免费使用它,并且可以使用其GPU提供的算力服务。2021年,Tunyasuvunakool等人也为Google Colaboratory开发...
Here, we present ColabFold, a fast and easy-to-use software for the prediction of protein structures and homo- and heteromer complexes, for use as a Jupyter Notebook inside Google Colaboratory, on researchers’ local computers as a notebook or through a command line interface. ColabFold speeds...
Predict protein folding structures using ColabFold. Gain a deeper understanding of protein folding prediction with AlphaFold2 and MMseqs2. Run the Jupyter notebook on UCloud, learn to interpret results, predict protein structures of interest. Technical requirements provided. Enhance your knowledge of pr...
Since its public release in 2021, AlphaFold2 (AF2) has made investigating biological questions, by using predicted protein structures of single monomers or full complexes, a common practice. ColabFold-AF2 is an open-source Jupyter Notebook inside Google
Since its public release in 2021, AlphaFold2 (AF2) has made investigating biological questions, by using predicted protein structures of single monomers or full complexes, a common practice. ColabFold-AF2 is an open-source Jupyter Notebook inside Google
If you only intend to predict a small number of naturally occurring proteins, I recommend usingColabFold notebookor downloading structures from theAlphaFold Protein Structure DatabaseorUniProt. LocalColabFold is suitable for more advanced applications, such as batch processing of structure predictions for...
What is the difference between the AlphaFold2_advanced and AlphaFold2_mmseqs2 (_batch) notebook for complex prediction? We currently have two different ways to predict protein complexes: (1) using the AlphaFold2 model with residue index jump and (2) using the AlphaFold2-multimer model. Alpha...
What is the difference between the AlphaFold2_advanced and AlphaFold2_mmseqs2 (_batch) notebook for complex prediction? We currently have two different ways to predict protein complexes: (1) using the AlphaFold2 model with residue index jump and (2) using the AlphaFold2-multimer model. Alpha...
localcolabfold是一个本地的ColabFold,它允许用户在本地计算机上运行Colab。Colab是一个在线的Python开发环境,它提供了许多有用的工具和功能,如Jupyter notebook、数据可视化、代码编写等。localcolabfold允许用户在本地计算机上运行Colab,使得用户可以在自己的电脑上进行实验和开发。 localcolabfold的主要优点是它可以让...