Ankit Kumar (अंकित कुमार)

Results 44 comments of Ankit Kumar (अंकित कुमार)

It will only update inline code block. To select all triple ticks the code blocks: `.light .readme pre code table`.

@miquelduranfrigola Here are some molecules generated by the ‘reinvent 4 mol2mol_medium_similarity.prior’. ![COc1ccc(S(=O)(=O)N(CCC(=O)NO)CCc2cccc(OC)c2)cc1](https://github.com/ersilia-os/ersilia/assets/22586210/c7558573-4156-4f8d-b2ae-757f87e95049) ![COc1ccc(S(=O)(=O)N(CCC(=O)NO)CCc2ccc( N+ (=O) O- )cc2)cc1](https://github.com/ersilia-os/ersilia/assets/22586210/535bfa37-8940-4c63-acba-74ae8499eba3) ![COCOCCO](https://github.com/ersilia-os/ersilia/assets/22586210/7f6a2fa1-7fe4-4006-acb4-051027dba64b) ![C=CCOCCOC](https://github.com/ersilia-os/ersilia/assets/22586210/3e6306c7-084c-4702-bd1f-2f40ea445780) ![O=S(=O)(c1cccc2cnccc12)N1CCNCC1](https://github.com/ersilia-os/ersilia/assets/22586210/0797e689-7342-4409-b030-7ccf1d99c7cf) ![O=S(=O)(c1cccc2cnccc12)N1CCCN(c2ccccc2)CC1](https://github.com/ersilia-os/ersilia/assets/22586210/42507a61-4111-473b-bbf7-961e30b8f2d3) To view more you can visit: 1. https://github.com/ankitskvmdam/eos694w/blob/main/notebook/Playground.ipynb and...

Hi @miquelduranfrigola , Yes it makes sense. I have updated the code, now we are only saving unique molecules. I have also created a notebook to test the performance: ~~https://github.com/ankitskvmdam/eos694w/blob/main/notebook/TestPerformance.ipynb~~...

Hi, @miquelduranfrigola, Other Reinvent4 Models: 1. LibInvent: This model helps you find R-groups that can be attached to specific scaffolds. It requires one scaffold per line and each scaffold marked...

Hi @miquelduranfrigola, here is the [notebook](https://github.com/ankitskvmdam/eos694w/blob/explore-different-prior/notebook/Playground.ipynb) in which I explore `mol2mol_medium_similarity.prior` (for reference), `mol2mol_scaffold.prior` and `mol2mol_scaffold_generic.prior` Performance: |Model|Input Smile|Unique Model Generated|Loss|Time (in seconds)| |-|-|-|-|-| |`mol2mol_medium_similarity`|3|287|13|144| |`mol2mol_scaffold`|3|280|20|46| |`mol2mol_scaffold_generic`|3|257|43|43|

Hi @miquelduranfrigola, I have generated some molecules using `libinvent.prior`. On average it takes around 10 seconds to generate ~438 molecules (loss 62). ![CCCH20CH20CCCCH1CH21CC1SC(O)NC1O](https://github.com/ersilia-os/ersilia/assets/22586210/7acfe8ef-116c-49bf-97eb-98ab35ae8984) ![COc1cccc(CCH20CH20c2ccc3cncc(CH21CH31)c3c2)c1](https://github.com/ersilia-os/ersilia/assets/22586210/3f3f38d5-8ac9-4db4-addb-04108bfa09a4) ![OC(NCCO)c1cccc(CH20CH20c2ccc3cncc(CH21c14ccccc4)c3c2)c1](https://github.com/ersilia-os/ersilia/assets/22586210/59b7c768-4fbd-4dce-b937-c595db0fb6bd) ![CCCH20CH20CCCCH1CH21CC](https://github.com/ersilia-os/ersilia/assets/22586210/dd14c6f2-d32c-4d87-babe-841cab562327) ![Cc1cc0(CH20c2ccc3cncc(CH21c14cccc(F)c4)c3c2)cc(C(O)O)c1OCc1ccccc1](https://github.com/ersilia-os/ersilia/assets/22586210/d2bc2747-b2f8-49b1-9422-b6b5b22af26e)

@DhanshreeA Reinvent4 has one more interesting model/prior which we want to incorporate. So far we have added/created pr to incorporate three models/priors. So, I think we can keep this open...

@miquelduranfrigola, I am exploring his approach to find the scaffold. The above shared result I got but explicitly providing attachment points. I am using this notebook to explore how to...