{
  "total": 218,
  "topics": [
    {
      "id": 372609,
      "title": "Competition Wrap Up Workshop + Last Call for Survey!",
      "comment_count": 5,
      "views": 0,
      "votes": 11
    },
    {
      "id": 368183,
      "title": "Recap of Competition - Congratulations to the Winners! ",
      "comment_count": 26,
      "views": 0,
      "votes": 21
    },
    {
      "id": 366376,
      "title": "Competition Survey from the Organizers (Publication + NeurIPS presentation opportunity!)",
      "comment_count": 3,
      "views": 0,
      "votes": 24
    },
    {
      "id": 359355,
      "title": "Raw Counts Dataset",
      "comment_count": 23,
      "views": 0,
      "votes": 32
    },
    {
      "id": 346999,
      "title": "Announcing free compute (with GPU) via Saturn Cloud",
      "comment_count": 61,
      "views": 0,
      "votes": 111
    },
    {
      "id": 344607,
      "title": "Welcome to the Open Problems Multimodal Single-Cell Integration challenge!",
      "comment_count": 28,
      "views": 0,
      "votes": 32
    },
    {
      "id": 342812,
      "title": "Looking for a Team Thread",
      "comment_count": 61,
      "views": 0,
      "votes": 18
    },
    {
      "id": 342813,
      "title": "New to Machine Learning or Kaggle?",
      "comment_count": 14,
      "views": 0,
      "votes": 14
    },
    {
      "id": 350933,
      "title": "Data Update and Rescore",
      "comment_count": 37,
      "views": 0,
      "votes": 50
    },
    {
      "id": 348293,
      "title": "Join us: organizing research and educational activity widely around the competition",
      "comment_count": 3,
      "views": 0,
      "votes": 14
    },
    {
      "id": 346686,
      "title": "Computational Challenges using Single-Cell by Kagglers A. Chervov and A. Zinovyev",
      "comment_count": 7,
      "views": 0,
      "votes": 14
    },
    {
      "id": 419919,
      "title": "Could you give ground truth of public and private test? ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 366961,
      "title": "1st Place Solution Summary",
      "comment_count": 21,
      "views": 0,
      "votes": 104
    },
    {
      "id": 366036,
      "title": "We miss the meme thread, come here!",
      "comment_count": 20,
      "views": 0,
      "votes": 29
    },
    {
      "id": 366453,
      "title": "2nd place solution(senkin part with code)",
      "comment_count": 29,
      "views": 0,
      "votes": 95
    },
    {
      "id": 389871,
      "title": "Late submissions broken",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 366503,
      "title": "Up 580 positions on lb and a bronze medal for a simple catboost solution",
      "comment_count": 4,
      "views": 0,
      "votes": 16
    },
    {
      "id": 366375,
      "title": "Questions about biological contribution in our models",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 366267,
      "title": "Public lb big change on the last days of the deadline?",
      "comment_count": 28,
      "views": 0,
      "votes": 33
    },
    {
      "id": 366313,
      "title": "Massive and organized cheating",
      "comment_count": 129,
      "views": 0,
      "votes": 147
    },
    {
      "id": 344824,
      "title": "I'm Sharing Models and Notebooks About Single-Cell Data",
      "comment_count": 15,
      "views": 0,
      "votes": 38
    },
    {
      "id": 366395,
      "title": "Private 0.773 lessons learned",
      "comment_count": 23,
      "views": 0,
      "votes": 76
    },
    {
      "id": 367195,
      "title": "private 29th place (public 4th)solution",
      "comment_count": 5,
      "views": 0,
      "votes": 18
    },
    {
      "id": 366913,
      "title": "Key ways to go from the top of the rankings to the bottom",
      "comment_count": 9,
      "views": 0,
      "votes": 18
    },
    {
      "id": 372615,
      "title": "Video of presentation on competition",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 366504,
      "title": "13th place and how to",
      "comment_count": 17,
      "views": 0,
      "votes": 46
    },
    {
      "id": 366575,
      "title": "Webinars \"Lessons learnt from the competition\" - Tianyu Liu (Yale University) -  22 December, Thursday, 17.00  (Paris Time)",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 366455,
      "title": "12th-Place Solution",
      "comment_count": 11,
      "views": 0,
      "votes": 53
    },
    {
      "id": 366452,
      "title": "Feature importance is important for \"saving the world\" - do not forget to share it, please ",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 366460,
      "title": "4th place solution (with code)",
      "comment_count": 17,
      "views": 0,
      "votes": 38
    },
    {
      "id": 366420,
      "title": "my summary(72nd)",
      "comment_count": 3,
      "views": 0,
      "votes": 17
    },
    {
      "id": 366417,
      "title": "[6th private - 3rd public] Summary of our solution",
      "comment_count": 9,
      "views": 0,
      "votes": 40
    },
    {
      "id": 366392,
      "title": "Public 6th Private 14 Solution",
      "comment_count": 12,
      "views": 0,
      "votes": 23
    },
    {
      "id": 368421,
      "title": "43rd Place : Summary and What Worked Well",
      "comment_count": 0,
      "views": 0,
      "votes": 15
    },
    {
      "id": 368052,
      "title": "16th Place Solution Summary",
      "comment_count": 1,
      "views": 0,
      "votes": 19
    },
    {
      "id": 366471,
      "title": "7th Place Solution Summary",
      "comment_count": 12,
      "views": 0,
      "votes": 55
    },
    {
      "id": 366428,
      "title": "3rd place solution",
      "comment_count": 18,
      "views": 0,
      "votes": 70
    },
    {
      "id": 366370,
      "title": "My first medal!",
      "comment_count": 37,
      "views": 0,
      "votes": 55
    },
    {
      "id": 366578,
      "title": "Part of 21st place solutions: Methods driven by biological information",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 368167,
      "title": "Private Leaderboard score is finalized! 🥇",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 368174,
      "title": "why our team was removed？",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 367578,
      "title": "Idea: use of precalculated genes embeddings - variation on Makotu (3-th place) theme",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 367363,
      "title": "what's the exact definition of allowed external data",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 366476,
      "title": "2nd Place Solution  -  tmp's part ( code updated )",
      "comment_count": 4,
      "views": 0,
      "votes": 42
    },
    {
      "id": 368179,
      "title": "Will the final leaderboard change?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 366918,
      "title": "Improvements  after the end",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 366409,
      "title": "Private 5th Solution (A Beginner part)",
      "comment_count": 4,
      "views": 0,
      "votes": 36
    },
    {
      "id": 366361,
      "title": "Anybody tried ensembling DNN, TabNet and 1dCNN?",
      "comment_count": 10,
      "views": 0,
      "votes": 1
    },
    {
      "id": 366667,
      "title": "9th place solution – strong fundamentals",
      "comment_count": 0,
      "views": 0,
      "votes": 27
    },
    {
      "id": 366513,
      "title": "🥇Gold Medals: Solutions & Notebooks",
      "comment_count": 0,
      "views": 0,
      "votes": 25
    },
    {
      "id": 367254,
      "title": "Let's share good boostings params, and some disappointment in Optuna ",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 366368,
      "title": "The amount of private sharing on this LB is through the roof.",
      "comment_count": 0,
      "views": 0,
      "votes": 32
    },
    {
      "id": 366372,
      "title": "Private 41st Solution summary",
      "comment_count": 1,
      "views": 0,
      "votes": 28
    },
    {
      "id": 366393,
      "title": " 🎉🎉 Congratulations to new Kaggle Competition GM!",
      "comment_count": 5,
      "views": 0,
      "votes": 16
    },
    {
      "id": 354713,
      "title": "What are non \"CD**\" targets in CITE-seq? (like 'Mouse-IgG2a', 'Mouse-IgG2b',    'Rat-IgG2b' )",
      "comment_count": 11,
      "views": 0,
      "votes": 6
    },
    {
      "id": 366381,
      "title": " This is the farthest I've been since playing Kaggle",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 366482,
      "title": "when would be the cheaters kicked out from the leaderboard?",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 366371,
      "title": "Late to the party",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 366394,
      "title": "my summary(53th)",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 366130,
      "title": "My Hint in last 24 hours",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 366590,
      "title": "Open Problems | My solution and ideas",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 366679,
      "title": "Bio Presentation at JBEI",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 364408,
      "title": "Methods to 0.813 without ensemble",
      "comment_count": 28,
      "views": 0,
      "votes": 54
    },
    {
      "id": 366379,
      "title": "Have you selected the best submission?",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 366340,
      "title": "When is Private LB available?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 363052,
      "title": "It is a time series...",
      "comment_count": 15,
      "views": 0,
      "votes": 57
    },
    {
      "id": 365949,
      "title": "Feature selection? - Applying Deep Learning for Feature Selection",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 362870,
      "title": "Breaking the 0.810 barrier",
      "comment_count": 25,
      "views": 0,
      "votes": 21
    },
    {
      "id": 364669,
      "title": "Are there any good bio-driven methods which can lead great improvement?",
      "comment_count": 12,
      "views": 0,
      "votes": 6
    },
    {
      "id": 365191,
      "title": "How much we can achieve in principle (after the end of the competition) 0.817, 0.818 ... ? ",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 365106,
      "title": "Kernels statistics for Multimodal Single-Cell Integration",
      "comment_count": 0,
      "views": 0,
      "votes": 15
    },
    {
      "id": 365016,
      "title": "Questions about the relation between local CV and publi LB",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 363391,
      "title": "A new bio idea -- using gene activity score to replace peaks information from multiome data",
      "comment_count": 9,
      "views": 0,
      "votes": 12
    },
    {
      "id": 364921,
      "title": "Can we extend the deadline time for submission as the problem is little complex?",
      "comment_count": 3,
      "views": 0,
      "votes": -11
    },
    {
      "id": 365440,
      "title": "How to break the 0.812 barrier？",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 362751,
      "title": "To win - blend 1000 models ? Recipe to make them.  ",
      "comment_count": 2,
      "views": 0,
      "votes": 19
    },
    {
      "id": 361339,
      "title": "Kaggle (grand)masters  where are you ? Please come and \"save the world\" ",
      "comment_count": 16,
      "views": 0,
      "votes": 32
    },
    {
      "id": 365098,
      "title": "Possible ways to improve the results",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 363130,
      "title": "Are you using Dropout or Batch normalization for MLP??",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 363230,
      "title": "Terrible model -  might be useful in blend ? (KernelRidge - last year winner )",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 359866,
      "title": "Methods to score 0.812",
      "comment_count": 33,
      "views": 0,
      "votes": 23
    },
    {
      "id": 359865,
      "title": "Joining train & test inputs data before applying PCA?",
      "comment_count": 10,
      "views": 0,
      "votes": 10
    },
    {
      "id": 363926,
      "title": "Be able to make annotations on submissions at any time",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 364119,
      "title": "Looking for Teammate {LightGBM, XGBoost, Catboost}",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 363276,
      "title": "A paper about RNA feedback",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 358209,
      "title": "About the cross-validation strategy",
      "comment_count": 6,
      "views": 0,
      "votes": 9
    },
    {
      "id": 362866,
      "title": "0.812 explosion!",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 363098,
      "title": "Is it possible to release the original 10x multiome data or data in seurat format?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 360643,
      "title": "I have 3 notebooks but get the same score, it's weird~",
      "comment_count": 15,
      "views": 0,
      "votes": 6
    },
    {
      "id": 361025,
      "title": "Some ideas, bio motivated and not only",
      "comment_count": 2,
      "views": 0,
      "votes": 21
    },
    {
      "id": 360455,
      "title": "CD_pathways_and_families",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 354094,
      "title": "Sharing your single model score?",
      "comment_count": 14,
      "views": 0,
      "votes": 13
    },
    {
      "id": 361814,
      "title": "Open Problems DNA/Single Cells. Join this Unique Bioinformatics Competition.",
      "comment_count": 7,
      "views": 0,
      "votes": 15
    },
    {
      "id": 352503,
      "title": "2 more digits on the LB? ",
      "comment_count": 11,
      "views": 0,
      "votes": 18
    },
    {
      "id": 358860,
      "title": "6-fold cross-validation scheme with TWO \"tests\" one is like public LB, another is like private LB",
      "comment_count": 4,
      "views": 0,
      "votes": 23
    },
    {
      "id": 361560,
      "title": "Stacking with control - unseen donor and day in validation",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 362096,
      "title": "How are we supposed to handle Day 2 data?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 360253,
      "title": "Tricks and understanding the metric - predict 138, not 140 targets CITE-seq   (because Pearson - by targets, not sampleswisely (as it usually happens))",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 350856,
      "title": "BioQuestion 01: MAGIC features ",
      "comment_count": 5,
      "views": 0,
      "votes": 21
    },
    {
      "id": 349867,
      "title": "Leak in public test set",
      "comment_count": 21,
      "views": 0,
      "votes": 94
    },
    {
      "id": 352208,
      "title": "Anyone using cnn models?",
      "comment_count": 17,
      "views": 0,
      "votes": 7
    },
    {
      "id": 361656,
      "title": "Help in EDA and downloading the dataset",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 360067,
      "title": "Some questions about high score",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 348792,
      "title": "Recordings and Source codes of winners' solutions of this competition last year.",
      "comment_count": 17,
      "views": 0,
      "votes": 96
    },
    {
      "id": 348311,
      "title": "​Лѣтописъ​: regular chronicles of the competition:  state of arts, successes, findings, problems - all you wanted to know in one post ",
      "comment_count": 21,
      "views": 0,
      "votes": 51
    },
    {
      "id": 357785,
      "title": "CV/LB correlation",
      "comment_count": 9,
      "views": 0,
      "votes": 6
    },
    {
      "id": 346888,
      "title": "Understanding the Competition + Some Domain Knowledge",
      "comment_count": 17,
      "views": 0,
      "votes": 132
    },
    {
      "id": 360384,
      "title": "How to reproduce competition normalized data from raw count data ?",
      "comment_count": 8,
      "views": 0,
      "votes": 14
    },
    {
      "id": 361082,
      "title": "TruncatedSVD gives error: \"ValueError: array must not contain infs or NaNs\"",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 360180,
      "title": "Cite / Multiome weights in the score",
      "comment_count": 6,
      "views": 0,
      "votes": 18
    },
    {
      "id": 360802,
      "title": "cd-genes 100 nearest neighbors based on semantic similarity of their descriptions",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 347202,
      "title": "Does the public/private split prone the shake-up ? ",
      "comment_count": 12,
      "views": 0,
      "votes": 16
    },
    {
      "id": 346518,
      "title": " Pearson Correlation Coefficient. Here we go again! ",
      "comment_count": 16,
      "views": 0,
      "votes": 12
    },
    {
      "id": 360481,
      "title": "sub_code test",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 348761,
      "title": "One woman and three men?",
      "comment_count": 6,
      "views": 0,
      "votes": 79
    },
    {
      "id": 359809,
      "title": "Hematopoietic stem cell (HSC) differentiation figure",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 360002,
      "title": "Question about row vs. column normalization",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 350167,
      "title": "MSCI Multiome: handling the full dataset with pytorch",
      "comment_count": 2,
      "views": 0,
      "votes": 24
    },
    {
      "id": 353225,
      "title": "Ideas of winning solutions from the last year. ",
      "comment_count": 4,
      "views": 0,
      "votes": 28
    },
    {
      "id": 359222,
      "title": "CITE weights 0.661, MULTI weights 0.339 in !PUBLIC! correlation score",
      "comment_count": 5,
      "views": 0,
      "votes": 18
    },
    {
      "id": 359683,
      "title": "Feature shop for you - lots of engineered features by dimensional reduction and clustering ",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 349559,
      "title": "Associating ATAC peaks to Genes",
      "comment_count": 2,
      "views": 0,
      "votes": 42
    },
    {
      "id": 347595,
      "title": "TF / Keras custom loss",
      "comment_count": 3,
      "views": 0,
      "votes": 32
    },
    {
      "id": 359715,
      "title": "Private sharing",
      "comment_count": 3,
      "views": 0,
      "votes": -9
    },
    {
      "id": 347617,
      "title": "What are the coordinates of the ATAC-seq peaks?",
      "comment_count": 5,
      "views": 0,
      "votes": 7
    },
    {
      "id": 353523,
      "title": "Multiome Shapes and scoring",
      "comment_count": 4,
      "views": 0,
      "votes": 39
    },
    {
      "id": 353993,
      "title": "CV !~ PB : find a correct CV ? or ignore PB ? ",
      "comment_count": 22,
      "views": 0,
      "votes": 4
    },
    {
      "id": 349591,
      "title": "CV vs LB Classical Discussion",
      "comment_count": 22,
      "views": 0,
      "votes": 32
    },
    {
      "id": 351725,
      "title": "Correlations between all inputs and targets for BOTH Multiome and CITEseq",
      "comment_count": 19,
      "views": 0,
      "votes": 30
    },
    {
      "id": 354607,
      "title": "Does the information in the metadata directly helps your model?",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 356222,
      "title": "Practice in single cell data analysis",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 350402,
      "title": "What is the reason to use only 30% of test data for prediction / submission?",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 355690,
      "title": "Public submission files",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 350403,
      "title": "Memory Error while reading",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 353713,
      "title": "Mental note to myself: keep in mind that this is a 2 in 1 competition",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 349242,
      "title": "Exploiting the column names",
      "comment_count": 9,
      "views": 0,
      "votes": 54
    },
    {
      "id": 353629,
      "title": "Features: number of non-zeros elements, sums of elements  - day dependences   and correlation with proliferation activity",
      "comment_count": 4,
      "views": 0,
      "votes": 13
    },
    {
      "id": 352655,
      "title": "Negative public score when only evaluating multiome prediction",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 351038,
      "title": "Papers, videos, notebooks, other materials related to the competition and research topics around ",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 353511,
      "title": "Sort by row_id in your submission",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 353522,
      "title": "CiteSeq Shapes",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 352961,
      "title": "Datasets from the previous year competition placed on Kaggle",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 352567,
      "title": "Trust CV or LB？",
      "comment_count": 10,
      "views": 0,
      "votes": 4
    },
    {
      "id": 352980,
      "title": "How to make the most of the information in the \"metadata\" file?",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 352236,
      "title": "Webinar (free) by one of the winners from the last year ",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 349715,
      "title": "Starting with Encoder-Decoder Neural Network",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 350447,
      "title": "Multiome target pca",
      "comment_count": 4,
      "views": 0,
      "votes": 21
    },
    {
      "id": 352736,
      "title": "Questions about the difference between torch and tensorflow",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 351021,
      "title": "Kaggle wisdom from Grandmaster senkin13",
      "comment_count": 0,
      "views": 0,
      "votes": 34
    },
    {
      "id": 350863,
      "title": "BioQuestion 02: Feauture Importance for Multiome - how far from the target (gene) its important features are placed ?  DNA-distance",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 351713,
      "title": "What is the best way to deal with the CITEseq day 2 / donor 27678 after data updating?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 347897,
      "title": "Any plan to release the raw counts?",
      "comment_count": 8,
      "views": 0,
      "votes": 10
    },
    {
      "id": 351405,
      "title": "How much capacity of the internet do you have?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 350953,
      "title": "Explanation for homogeneity of UMAPs across donors? ",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 348661,
      "title": "Regular webinars. Last year WINNER webinar  Thursday 15 September, 17.00 (Paris Time)",
      "comment_count": 11,
      "views": 0,
      "votes": 8
    },
    {
      "id": 350708,
      "title": "[CITEseq CV:0.89,Multiome CV:0.67] Sharing my PyTorch swiss army knife with the community",
      "comment_count": 0,
      "views": 0,
      "votes": 12
    },
    {
      "id": 350314,
      "title": "Cell cycle analysis (it is mainly for research, not score improve)",
      "comment_count": 5,
      "views": 0,
      "votes": 14
    },
    {
      "id": 350514,
      "title": "There are 35 features in Multiome data constant 0",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 344686,
      "title": "Research Papers on Multimodal Single-Cell Integration",
      "comment_count": 2,
      "views": 0,
      "votes": 25
    },
    {
      "id": 349132,
      "title": "Postprocessing Tips: normalize Y to 1e6 (Multiome), etc",
      "comment_count": 6,
      "views": 0,
      "votes": 12
    },
    {
      "id": 349583,
      "title": "Why does public CV score don't align public leaderboard?",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 351190,
      "title": "Questions about faster method to generate multiome prediciton results",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 350303,
      "title": "Looking for a team",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 350459,
      "title": "Columnar Version of Competition Dataset",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 350222,
      "title": "Better ensembling methods for correlation loss function",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 350487,
      "title": "Reply using API submission from Saturn Cloud",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 350351,
      "title": "Question to scientists/organizers: how good should \"Pearson correlation coefficient\" be for models to be used by the scientific community?",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 350668,
      "title": "CSV containing \"Features of Features\"",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 350900,
      "title": "BioQuestion 03: Feature importance for CITEseq ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 349031,
      "title": "Sparse Matrices for MSCI: quickstart toolkit",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 348295,
      "title": "Let us list biological/bioinformatics research open questions which we can explore using that or similar data (except competition goal) ",
      "comment_count": 1,
      "views": 0,
      "votes": 13
    },
    {
      "id": 349628,
      "title": "LightGBM correlation score (validation) of each column",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 347890,
      "title": "CITEseq data: same RNA expression matrices from different donors in day2?",
      "comment_count": 4,
      "views": 0,
      "votes": 35
    },
    {
      "id": 350226,
      "title": "How do I open an H5 file?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 349766,
      "title": "Question about boundaries of DNA data",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 349408,
      "title": "Does PCA with all training data cause leaks?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 350227,
      "title": "Erratic Data Loading Behaviour in notebook",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 349841,
      "title": "How to start？",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 349833,
      "title": "Data contamination between CITEseq train/test datasets?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 349710,
      "title": "A question about the evaluation",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 348773,
      "title": "Explain Like I'm Five",
      "comment_count": 5,
      "views": 0,
      "votes": 16
    },
    {
      "id": 349582,
      "title": "Related datasets (CITE-seq, MULTIOME, etc) ",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 344829,
      "title": "To the Organizers: Why not h5ad files?",
      "comment_count": 10,
      "views": 0,
      "votes": 14
    },
    {
      "id": 349830,
      "title": "Cite Private Data Day 7",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 348117,
      "title": "A bit of domain knowledge",
      "comment_count": 10,
      "views": 0,
      "votes": 13
    },
    {
      "id": 348233,
      "title": "Tips on Dimensionality Reduction",
      "comment_count": 3,
      "views": 0,
      "votes": 28
    },
    {
      "id": 348827,
      "title": "Need help to handle huge datasets.",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 348377,
      "title": "Sparse matrices: PCA doesn´t work, TruncatedSVD does",
      "comment_count": 0,
      "views": 0,
      "votes": 16
    },
    {
      "id": 349497,
      "title": "Share how to compress and split multi-ohm data sets.",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 349162,
      "title": "Why Multiome part is so hard than CITEseq part? ",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 348741,
      "title": "Does anyone try to utilize metadata (like sample time) in the prediction process?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 348601,
      "title": "Upgrade Tensorflow to the lastest version",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 348524,
      "title": "Question Regarding the Collected Data",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 348558,
      "title": "Confused about the Metric",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 349091,
      "title": "What are examples and state of art on 200 000 SPARSE features and 20 000 targets ?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 346798,
      "title": "How to overcome lack of knowledge?",
      "comment_count": 6,
      "views": 0,
      "votes": 11
    },
    {
      "id": 348294,
      "title": "Searching for people who can share their knowledge/lead small projects  widely around the competition: both biology and DS sides.",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 346341,
      "title": "Will the unnormalized values be released?",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 347865,
      "title": "multiome train divided by donors .parquet",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 348088,
      "title": "FILEFORMAT: Interesting lists of file formats",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 348050,
      "title": "Limitations of Single Cell Sequencing",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 347792,
      "title": "Convert h5 file to csv",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 347813,
      "title": "Did time feature helped？",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 346210,
      "title": "Negative values in DSB-normalized CITE-seq data",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 346690,
      "title": "Query specific subsets of files without loading them into RAM.",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 347086,
      "title": "Cite-seq test data cell type label released by mistake?",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 346894,
      "title": "Open sourcing my KNN approach",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 347623,
      "title": "About the memory issue with multiome dataset, help needed",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 347834,
      "title": "giving away my source code",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 347324,
      "title": "Does anyone try model based on boosting or bagging?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 345958,
      "title": "How to be ready for this competition ?",
      "comment_count": 11,
      "views": 0,
      "votes": 7
    },
    {
      "id": 346761,
      "title": "any more gene name/ensemble-id dependencies?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 347403,
      "title": "Question about my email",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 346045,
      "title": "How to handle huge H5 files?",
      "comment_count": 11,
      "views": 0,
      "votes": 1
    },
    {
      "id": 344688,
      "title": "Weighted-nearest neighbor analysis  - Multimodal Single-Cell Integration",
      "comment_count": 0,
      "views": 0,
      "votes": 15
    },
    {
      "id": 344816,
      "title": "Single-cell analysis workflow",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 345889,
      "title": "Some questions about generating the prediction data",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 344687,
      "title": "Codes | Diagonal integration of multimodal single-cell data",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    }
  ],
  "errors": []
}