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predfull's Issues

high resolution ms2 spetrum

Hi, I want predicting high resolution ms2 of all tetrapeptides. But now the output result is low resolution using the pm.h5 model . Could you tell me how to get the high resolution ms2 spetrum.

Thanks!

Clarification about nontryptic prediction

Hello,

I saw your notes said PredFull supports predicting nontryptic peptides. Does this mean you retrained the model with nontryptic peptides? Or just that it is possible to provide them as input?

Thanks,
Kevin

Peptide of length < 30 exceeding max length of 30

Hello,

Some of my input peptides which are shorter than length 30 were ignored during prediction. For example, KPIQRTILM(O)M(O)GRYVEPIEDVPCGNI was ignored because the M(O) was interpreted as 4 instead of 1 amino acids long.

I did a quick fix by replacing line 200 in predfull.py with the following, but there is probably a cleaner way to do this
pep_len = 0
for char in item.Peptide:
if char in Alist:
pep_len += 1
#if len(item.Peptide) > max_len:
if pep_len > max_len:

Thank you for this great tool,
Kevin

Sturcture of model

您好
我是爱丁堡大学人工智能专业今年的硕士毕业生。
我今年的毕业设计项目和您的这个项目很相似。我想复现一下您的CNN的结构,所以我能不能看看您的模型的构建代码?
我的邮箱:[email protected] ,如果可以的话非常感谢~

www missing in URL for online prediction

The server for online prediction appears to be called www.predfull.com, not predfull.com. Therefore, the link to the online predictor in README.md doesn't work, at least in the current version of Chrome and Firefox. The browsers don't automatically handle this and instead produce the error "This site can’t be reached", which makes it seem that the site no longer exists.

Also, the site is reachable under https which is preferred over http these days.

Therefore, can you please fix the link in README.md to point to https://www.predfull.com

Request for conda environment yml file to run model

Hello,

I am encountering the following error while running PredFull with tensorflow 2.3.0:

ValueError: Unknown layer: SlicingOpLambda

Is there anyway you could share your conda environment so I can run the model?

Thanks,
Kevin

Training example

Could you add an example to show how to train a model from scratch?

Bo

Giving Error

Hi Everyone,

I have tried several times to run Predfull on my CPU. However, every time it gives a similar error. Please check the attached Screenshot and help me with this.

I really appreciate any help you can provide.

Screenshot 2024-07-23 at 4 52 25 PM

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