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Schreiber","name":"AmelieSchreiber","type":"user","isPro":false,"isHf":false,"isFollowing":false},"attachments":[],"mentions":[],"reactions":[{"reaction":"🔥","users":["mmhamdy","Taylor658","hsevi","lunarflu","victor","vtiyyal1","radames"],"count":7},{"reaction":"❤️","users":["lunarflu","vtiyyal1","radames"],"count":3}],"publishedAt":"2024-05-02T22:32:28.000Z","updatedAt":"2024-05-03T10:43:50.578Z","commentators":[{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/6340651b388c3fa40f9a5bc0/av1C4_S7bHGxAzOu8lOmG.jpeg","fullname":"Adam Molnar","name":"lunarflu","type":"user","isPro":false,"isHf":true,"isFollowing":false}],"url":"/posts/AmelieSchreiber/461901592525067","totalUniqueImpressions":948,"numComments":1},{"slug":"744704653511386","content":[{"type":"text","value":"Currently attempting to hack EvoDiff to generate binders for target proteins with some interesting results. The generated binders tend to change conformation, sometimes drastically, when bound to the target proteins compared to their unbound states. Below is the target protein with an IDR linker, the generated binder, and the binder bound to the target protein with the IDR linker structure as predicted by ESMFold. Notice how the binder goes from being a solid alpha-helix, to being beta-sheets (in orange). That's quite a change in tertiary structure! ","raw":"Currently attempting to hack EvoDiff to generate binders for target proteins with some interesting results. The generated binders tend to change conformation, sometimes drastically, when bound to the target proteins compared to their unbound states. Below is the target protein with an IDR linker, the generated binder, and the binder bound to the target protein with the IDR linker structure as predicted by ESMFold. Notice how the binder goes from being a solid alpha-helix, to being beta-sheets (in orange). That's quite a change in tertiary structure! "}],"rawContent":"Currently attempting to hack EvoDiff to generate binders for target proteins with some interesting results. The generated binders tend to change conformation, sometimes drastically, when bound to the target proteins compared to their unbound states. Below is the target protein with an IDR linker, the generated binder, and the binder bound to the target protein with the IDR linker structure as predicted by ESMFold. Notice how the binder goes from being a solid alpha-helix, to being beta-sheets (in orange). That's quite a change in tertiary structure! ","author":{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64191ec8d459c9e7fbb0236b/7BeTgySZzmFCaVpntaYgP.jpeg","fullname":"Amelie Schreiber","name":"AmelieSchreiber","type":"user","isPro":false,"isHf":false,"isFollowing":false},"attachments":[{"type":"image","url":"https://cdn-uploads.huggingface.co/production/uploads/64191ec8d459c9e7fbb0236b/JyIQH3-9v_Jk9jxOLdwn8.png"},{"type":"image","url":"https://cdn-uploads.huggingface.co/production/uploads/64191ec8d459c9e7fbb0236b/fK6YK54zA_K7l1rV5go2X.png"},{"type":"image","url":"https://cdn-uploads.huggingface.co/production/uploads/64191ec8d459c9e7fbb0236b/yf0loU0UPZHvVNlfOuEvO.png"}],"mentions":[],"reactions":[{"reaction":"🤯","users":["osanseviero","sbrandeis","reach-vb","victor","nouamanetazi","clem","mlninad","Jemseen","mishig","merve","radames","thomwolf","samusenps","vicgalle","ScienceStanley"],"count":15},{"reaction":"❤️","users":["clefourrier","Ali-C137","thomwolf","samusenps","ScienceStanley","assiduous006"],"count":6}],"publishedAt":"2024-01-03T20:55:30.000Z","updatedAt":"2024-05-02T18:38:40.933Z","commentators":[{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1608146735109-5fcfb7c407408029ba3577e2.png","fullname":"Simon Brandeis","name":"sbrandeis","type":"user","isPro":false,"isHf":true,"isFollowing":false},{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64191ec8d459c9e7fbb0236b/7BeTgySZzmFCaVpntaYgP.jpeg","fullname":"Amelie Schreiber","name":"AmelieSchreiber","type":"user","isPro":false,"isHf":false,"isFollowing":false}],"url":"/posts/AmelieSchreiber/744704653511386","totalUniqueImpressions":486,"numComments":3}],"totalPosts":2,"spaces":[{"author":"AmelieSchreiber","authorData":{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64191ec8d459c9e7fbb0236b/7BeTgySZzmFCaVpntaYgP.jpeg","fullname":"Amelie Schreiber","name":"AmelieSchreiber","type":"user","isPro":false,"isHf":false},"colorFrom":"gray","colorTo":"purple","createdAt":"2023-12-08T20:18:58.000Z","emoji":"🐢","id":"AmelieSchreiber/variant_effects_llr","lastModified":"2023-12-08T20:40:41.000Z","likes":2,"pinned":false,"private":false,"repoType":"space","runtime":{"stage":"RUNNING","hardware":{"current":"cpu-basic","requested":"cpu-basic"},"storage":null,"gcTimeout":172800,"replicas":{"current":1,"requested":1},"devMode":false,"domains":[{"domain":"amelieschreiber-variant-effects-llr.hf.space","isCustom":false,"stage":"READY"}]},"title":"Variant Effects Llr","isLikedByUser":false}],"u":{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64191ec8d459c9e7fbb0236b/7BeTgySZzmFCaVpntaYgP.jpeg","isPro":false,"fullname":"Amelie Schreiber","user":"AmelieSchreiber","orgs":[{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/60a551a34ecc5d054c8ad93e/Ku5nM2bKq-8ZF3Jid1ocw.png","fullname":"Blog-explorers","name":"blog-explorers","userRole":"read","type":"org","isHf":false},{"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/5f17f0a0925b9863e28ad517/nxmdd6m86cxu55UZBlQeg.jpeg","fullname":"Social Post Explorers","name":"social-post-explorers","userRole":"read","type":"org","isHf":false}],"signup":{"details":"Diffusion and flow matching models for proteins, small molecules, DNA, and RNA, protein language models, machine translation, equivariant attention mechanisms, LoRA, and QLoRA.","github":"Amelie-Schreiber","homepage":"https://mastodon.social/@OctoNoodle","twitter":"amelie_iska"},"isHf":false,"type":"user"},"upvotes":0,"repoFilterModels":{"sortKey":"modified"},"repoFilterDatasets":{"sortKey":"modified"},"repoFilterSpaces":{"sortKey":"modified"},"numFollowers":106,"numFollowing":13,"isFollowing":false,"isFollower":false,"sampleFollowers":[{"user":"AnanyaPathak","fullname":"Ananya Pathak","type":"user","isPro":false,"avatarUrl":"/avatars/88125a46903e06b8df3f30666e6a5ae9.svg"},{"user":"hindalmayyali","fullname":"hi nd","type":"user","isPro":false,"avatarUrl":"/avatars/de2497926508af0233c481cc0547145a.svg"},{"user":"jordonpeter01","fullname":"Peter Oliver","type":"user","isPro":false,"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/6431651ffaac480f27c2fa69/KWbsNjMDunEsz5I6vjho7.jpeg"},{"user":"rifkat","fullname":"Rifkat Davronov","type":"user","isPro":false,"avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1678683140220-60fa8a00c4c6bd8c56ee5428.jpeg"}],"isWatching":false}">

Amelie Schreiber

AmelieSchreiber

AI & ML interests

Diffusion and flow matching models for proteins, small molecules, DNA, and RNA, protein language models, machine translation, equivariant attention mechanisms, LoRA, and QLoRA.

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Currently attempting to hack EvoDiff to generate binders for target proteins with some interesting results. The generated binders tend to change conformation, sometimes drastically, when bound to the target proteins compared to their unbound states. Below is the target protein with an IDR linker, the generated binder, and the binder bound to the target protein with the IDR linker structure as predicted by ESMFold. Notice how the binder goes from being a solid alpha-helix, to being beta-sheets (in orange). That's quite a change in tertiary structure!