Comments (2)
The *_ptm models were fine-tuned from the non-pTM models (see section 1.9.7 in the supplementary information of our paper). This is why the outputs from these models do not match exactly.
We recommend running the non-pTM models for structure prediction because these were used in CASP14 and have been the most thoroughly validated. We think that the pTM models are very slightly worse than the regular models (around 0.5 GDT on CASP14). You can also run one of the pTM models separately in order to get predicted aligned error. This is the protocol we use in our Colab notebook (we choose model_2_ptm for predicted aligned errors).
from alphafold.
Hi @abridgland - I have a question in connection to your last reply. Indeed, I saw on the Colab notebook you run the monomer models and model_2_ptm to obtain the predicted alined error. I thus far used the monomer_ptm to obtain ptm for each model, and I wonder why one would only run a single model? Would you advice to run regular monomer to obtain the 'best' model was these have been validated and then the corresponding (let's say model 1 had the highest average pLDDT) ptm model to obtain the estimates, or would you always use model_2_ptm, and if so, why? Thanks a lot for your answer
from alphafold.
Related Issues (20)
- ValueError: Could not find CIFs
- The proper way to find the maximum subbatch_size?
- Fatal Python error: Segmentation fault
- AlphaFold uses the wrong resolution field during structure parsing HOT 2
- --model_preset=multimer: command not found
- How do I know when to update my local database?
- Issue with missing templates during Multimer Mode running
- RuntimeError: HHblits failed. Unrecognized HMM file format in '468479486'
- Minimizing failing due to CUDA error
- AttributeError: module 'haiku' has no attribute 'custom_creator' HOT 1
- ValueError: Minimization failed after 100 attempts. HOT 3
- AttributeError: module 'jax' has no attribute 'linear_util' HOT 4
- I am unable to run the fourth step normally, the following is the error code HOT 5
- Problem with step four in colabpro
- Database Installation
- How to get iPAE
- The definition of bins in Predicted Aligned Error Head(PAE) may be wrong
- Can I use a custom PDB file for multimer prediction
- An error free installation package HOT 1
- FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpzszd_m92/output.a3m'
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from alphafold.