Published November 12, 2021
| Version v1.0.1
Software
Open
aqlaboratory/openfold: OpenFold v1.0.1
Creators
- Gustaf Ahdritz1
- Sachin Kadyan
- Sam DeLuca
- Marta Stepniewska-Dziubinska
- Brian Loyal2
- Tim O'Donnell3
- Christian Clauss4
- Nikita Smetanin
- Karl Leswing
- Niccolò Zanichelli
- Bo Zhang5
- Jose Manuel Duarte
- Mohammed AlQuraishi1
- Santi Villalba
- Eric Ma
- Jonathan King
- Saurav Maheshkar6
- Zhaocheng Zhu7
- atgctg
- Erin Pennington
- lhatsk
- Marko Hermsen8
- yuzhiguo07
- 1. Columbia University
- 2. Amazon Web Services
- 3. Mount Sinai School of Medicine
- 4. Christian Clauss
- 5. Scientific Computing and Imaging Institute, The University of Utah
- 6. @ml-gde
- 7. @mila-udem @DeepGraphLearning
- 8. @emdgroup
Description
OpenFold as of the release of our manuscript. Many new features, including FP16 training + more stable training.
What's Changed- use multiple models for inference by @decarboxy in https://github.com/aqlaboratory/openfold/pull/117
- Update input processing by @brianloyal in https://github.com/aqlaboratory/openfold/pull/116
- adding a caption to the image in the readme by @decarboxy in https://github.com/aqlaboratory/openfold/pull/133
- Properly handling file outputs when multiple models are evaluated by @decarboxy in https://github.com/aqlaboratory/openfold/pull/142
- Fix for issue in download_mgnify.sh by @josemduarte in https://github.com/aqlaboratory/openfold/pull/166
- Fix tag-sequence mismatch when predicting for multiple fastas by @sdvillal in https://github.com/aqlaboratory/openfold/pull/164
- Support openmm >= 7.6 by @sdvillal in https://github.com/aqlaboratory/openfold/pull/163
- Fixing issue in download_uniref90.sh by @josemduarte in https://github.com/aqlaboratory/openfold/pull/171
- Fix propagation of use_flash for offloaded inference by @epenning in https://github.com/aqlaboratory/openfold/pull/178
- Update deepspeed version to 0.5.10 by @NZ99 in https://github.com/aqlaboratory/openfold/pull/185
- Fixes errors when processing .pdb files by @NZ99 in https://github.com/aqlaboratory/openfold/pull/188
- fix incorrect learning rate warm-up after restarting from ckpt by @Zhang690683220 in https://github.com/aqlaboratory/openfold/pull/182
- Add opencontainers image-spec to
Dockerfile
by @SauravMaheshkar in https://github.com/aqlaboratory/openfold/pull/128 - Write inference and relaxation timings to a file by @brianloyal in https://github.com/aqlaboratory/openfold/pull/201
- Minor fixes in setup scripts by @timodonnell in https://github.com/aqlaboratory/openfold/pull/202
- Minor optimizations & fixes to support ESMFold by @nikitos9000 in https://github.com/aqlaboratory/openfold/pull/199
- Drop chains that are missing (structure) data in training by @timodonnell in https://github.com/aqlaboratory/openfold/pull/210
- adding a script for threading a sequence onto a structure by @decarboxy in https://github.com/aqlaboratory/openfold/pull/206
- Set pin_memory to True in default dataloader config. by @NZ99 in https://github.com/aqlaboratory/openfold/pull/212
- Fix missing subtract_plddt argument in prep_output call by @mhrmsn in https://github.com/aqlaboratory/openfold/pull/217
- fp16 fixes by @beiwang2003 in https://github.com/aqlaboratory/openfold/pull/222
- Set clamped vs unclamped FAPE for each sample in batch independently by @ar-nowaczynski in https://github.com/aqlaboratory/openfold/pull/223
- Fix probabilities type (
int
->float
) by @atgctg in https://github.com/aqlaboratory/openfold/pull/225 - Small fix for prep_mmseqs_dbs. by @jonathanking in https://github.com/aqlaboratory/openfold/pull/232
- @brianloyal made their first contribution in https://github.com/aqlaboratory/openfold/pull/116
- @josemduarte made their first contribution in https://github.com/aqlaboratory/openfold/pull/166
- @sdvillal made their first contribution in https://github.com/aqlaboratory/openfold/pull/164
- @epenning made their first contribution in https://github.com/aqlaboratory/openfold/pull/178
- @NZ99 made their first contribution in https://github.com/aqlaboratory/openfold/pull/185
- @Zhang690683220 made their first contribution in https://github.com/aqlaboratory/openfold/pull/182
- @SauravMaheshkar made their first contribution in https://github.com/aqlaboratory/openfold/pull/128
- @timodonnell made their first contribution in https://github.com/aqlaboratory/openfold/pull/202
- @nikitos9000 made their first contribution in https://github.com/aqlaboratory/openfold/pull/199
- @mhrmsn made their first contribution in https://github.com/aqlaboratory/openfold/pull/217
- @beiwang2003 made their first contribution in https://github.com/aqlaboratory/openfold/pull/222
- @ar-nowaczynski made their first contribution in https://github.com/aqlaboratory/openfold/pull/223
- @atgctg made their first contribution in https://github.com/aqlaboratory/openfold/pull/225
- @jonathanking made their first contribution in https://github.com/aqlaboratory/openfold/pull/232
Full Changelog: https://github.com/aqlaboratory/openfold/compare/v1.0.0...v1.0.1
Files
aqlaboratory/openfold-v1.0.1.zip
Files
(8.8 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/aqlaboratory/openfold/tree/v1.0.1 (URL)