2d:null 2e:["$","title",null,{"children":"pubCloud | Jonas Almeida | Observable"}] 33:T5b6,# pubCloud [![](https://raw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/DCEGbrain.png)](https://projector.tensorflow.org/?config=https://gist.githubusercontent.com/jonasalmeida/a83e3a9a9dfe6d897c66762b529245f3/raw/5335e754ed4651c9250fd69d592a9a7aa0d5e8b4/tensorConfig.json) Embedded space of "DCEG brain", as reflected by 3075 publications in thee last 5 years. Each point is a publication, annotated to the branch where the work was authored. In this figure, publications in red are publications co-authored by Reserchers in the Biostatistics Branch (BB). See also https://epiverse.github.io/pubCloud for live interaction using [tensorFlow projector](https://projector.tensorflow.org/?config=https://gist.githubusercontent.com/jonasalmeida/a83e3a9a9dfe6d897c66762b529245f3/raw/5335e754ed4651c9250fd69d592a9a7aa0d5e8b4/tensorConfig.json), for all 11 branches. ### Config ``` javascript config = { "embeddings": [ { "tensorName": "metaBranch", "tensorShape": [ 3075, 768 ], "tensorPath": "https://raw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/tensorsTitleAbstract20250408.tsv", "metadataPath": "https://raw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/metaBranch.tsv" } ] } ```34:[] 31:{"id":"043a215c1584b037","slug":"pubcloud","title":"pubCloud","thumbnail":"2cfc2cda90910dbd9d42a56009ce81a66858c3f83f7a6a4c15b924ae882b76a2","access_level":"public","create_time":"$D2025-04-14T20:48:35.163Z","update_time":"$D2025-04-15T14:34:22.095Z","view_time":null,"first_public_time":"$D2025-04-15T15:16:45.954Z","fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"1d24658e1768ba79","login":"almeidajonas","name":"Jonas Almeida","avatar_url":"https://avatars-next.observableusercontent.com/993b061f7ee4ef1ccb82cfd216deb36c6e58eac2103450d2ccecc03281c2411e","tier":"starter_2024"},"version":134,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"32cd85513d6a9710","login":"almeidajonas","name":"Jonas Almeida","avatar_url":"https://avatars-next.observableusercontent.com/993b061f7ee4ef1ccb82cfd216deb36c6e58eac2103450d2ccecc03281c2411e","tier":null}],"members":[{"type":"team","id":"1d24658e1768ba79","login":"almeidajonas","name":"Jonas Almeida","avatar_url":"https://avatars-next.observableusercontent.com/993b061f7ee4ef1ccb82cfd216deb36c6e58eac2103450d2ccecc03281c2411e","tier":"starter_2024","role":"editor"},{"type":"individual","id":"32cd85513d6a9710","login":"almeidajonas","name":"Jonas Almeida","avatar_url":"https://avatars-next.observableusercontent.com/993b061f7ee4ef1ccb82cfd216deb36c6e58eac2103450d2ccecc03281c2411e","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"title":"pubCloud","cells":[{"id":0,"value":"$33","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":58,"value":"### Tensor File\nraw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/tensorsTitleAbstract20250408.tsv","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":80,"value":"tensors = (await (await (fetch('https://raw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/tensorsTitleAbstract20250408.tsv'))).text()).split(/\\n/).map(row=>row.split(/\\t/))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":96,"value":"### Metadata File\nraw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/metaBranch.tsv","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":99,"value":"meta = (await (await (fetch('https://raw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/metaBranch.tsv'))).text()).split(/\\n/).map(row=>row.split(/\\t/))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":106,"value":"

\n# SDK and other data files\nwork in progress ...\n

\n## Wiki\nMore documentation at https://github.com/epiverse/pubCloud/wiki\n

\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":5,"value":"rawData= (await (await fetch(\"https://raw.githubusercontent.com/epiverse/pubCloud/refs/heads/main/5%20years%20data%20publications.tsv\")).text()).split(/\\n/).map(row => row.split(/\\t/))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W34","stdlib":"1","titling":"auto"}} 32:"$31:body"