Academic researches

https://info.arxiv.org/about/index.html Connell services.

PyTorch

The introduction of PyTorch YouTube channel

https://www.youtube.com/watch?v=IC0_FRiX-sw&list=PL_lsbAsL_o2CTlGHgMxNrKhzP97BaG9ZN&index=1

DNA analysis using PyTorch

https://github.com/kheyer/Genomic-ULMFiT. this repository has been posted 6yrs ago.

basic_DNA_tutorial.ipynb  seems a part of the above.

https://medium.com/data-science/modeling-dna-sequences-with-pytorch-de28b0a05036   copycat

https://www.codegenes.net/blog/dna-sequencing-pytorch-tutorial/

https://joely-nelson.github.io/DNA-Sequence-Classification-CNN/  a lady's work

https://colab.research.google.com/drive/1IQgVPSO4bs_JUg3vQ5sse0SWO9Zrmfl6?usp=sharing dataset not available.

https://github.com/Akmazad/pyTorchDeepDNASeq.  sample dataset available

https://github.com/bramtoula/vdna     video image anlysis using pytorch, similar theory.

https://medium.com/@hkabhi916/understanding-lstm-for-sequence-classification-a-practical-guide-with-pytorch-ac40e84ad3d5.   some codes

https://www.kaggle.com/code/singhakash/dna-sequencing-with-machine-learning  similar to the lady's

https://github.com/meta-pytorch/captum.   captum pytorch benchmark helper

https://github.com/MAGICS-LAB/DNABERT_2.  a dataset and algorithm

https://github.com/MAGICS-LAB.   the home page