{
  "total": 229,
  "topics": [
    {
      "id": 549979,
      "title": "See you at NeurIPS!",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 530644,
      "title": "Top Student Group Prize",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 518936,
      "title": "Closing Thoughts and Future Directions",
      "comment_count": 27,
      "views": 0,
      "votes": 42
    },
    {
      "id": 519801,
      "title": "Recap of Competition - Congratulations to the Winners!",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 503232,
      "title": "Announcement: Changes to Scoring Metric in the Competition",
      "comment_count": 44,
      "views": 0,
      "votes": 68
    },
    {
      "id": 490619,
      "title": "Get started here!",
      "comment_count": 24,
      "views": 0,
      "votes": 15
    },
    {
      "id": 491075,
      "title": "Welcome to the BELKA competition!",
      "comment_count": 5,
      "views": 0,
      "votes": 28
    },
    {
      "id": 491246,
      "title": "This Competition has an Official Discord Channel",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 518943,
      "title": "How about we share our best private LB results here? (current best: 0.347 from @Maciej Sypetkowski)",
      "comment_count": 68,
      "views": 0,
      "votes": 13
    },
    {
      "id": 562096,
      "title": "Docking Performance",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 548052,
      "title": "Fingerprint Exploration and Comparisons vs Random",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 536580,
      "title": "Graph transformer effective?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 519020,
      "title": "1st place solution [UPDATED]",
      "comment_count": 39,
      "views": 0,
      "votes": 85
    },
    {
      "id": 519861,
      "title": "Results and representations",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 519133,
      "title": "2nd Public/13th Private Solution",
      "comment_count": 7,
      "views": 0,
      "votes": 68
    },
    {
      "id": 523779,
      "title": "Average precision scores by protein and subgroup",
      "comment_count": 10,
      "views": 0,
      "votes": 9
    },
    {
      "id": 527245,
      "title": "ResNet 1D results",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 527244,
      "title": "What's the highest score one has achieved on kin0?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 523644,
      "title": "Full Answer Key",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 523088,
      "title": "Video available. Webinar by Top13:  Antonina Dolgorukova  \"Stable GOLD solution for NeurIPS 2024 - Predict New Medicines with BELKA competition\"",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 523676,
      "title": "My rank dropped by 1 place all of a sudden? :O",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 523259,
      "title": "Thank you Kaggle Compliance Team ",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 521894,
      "title": "[5th solution]: Ensemble of CNN1d, Transformer, Mamba models",
      "comment_count": 3,
      "views": 0,
      "votes": 34
    },
    {
      "id": 521969,
      "title": "Video available. Webinar: BELKA Top8 solution  Vlad Vinogradov (@ BIOPTIC.io) ⌚️ Thursday, 18.00 (CET Time), 25 July 2024",
      "comment_count": 2,
      "views": 0,
      "votes": 19
    },
    {
      "id": 519135,
      "title": "988th Place solution (4th on Public) - GNN and domain adaption. 800Kb model.",
      "comment_count": 15,
      "views": 0,
      "votes": 29
    },
    {
      "id": 519815,
      "title": "8th place private solution - a single SMILES-based transformer model is all we need. And a proper benchmarking",
      "comment_count": 3,
      "views": 0,
      "votes": 28
    },
    {
      "id": 518957,
      "title": "0.310 Private LB solution [Did not submit].",
      "comment_count": 10,
      "views": 0,
      "votes": 12
    },
    {
      "id": 518951,
      "title": "14th Place Solution (7th in Public): All We Need is Frequent Checkpointing",
      "comment_count": 15,
      "views": 0,
      "votes": 61
    },
    {
      "id": 518993,
      "title": "11th place solution - SSL Pretraining, Multi-models, Multi-representations and Luck",
      "comment_count": 3,
      "views": 0,
      "votes": 33
    },
    {
      "id": 518942,
      "title": "Viewing the churn ",
      "comment_count": 6,
      "views": 0,
      "votes": 35
    },
    {
      "id": 519503,
      "title": "Leaderboard Shakeup Stats: How many teams retained their medal zones.",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 519191,
      "title": "27th Place Solution (8th in Public):  1DCNN for share and ChemBERTa for non-share",
      "comment_count": 0,
      "views": 0,
      "votes": 21
    },
    {
      "id": 518939,
      "title": "What do we learn from this competition? Is the result meaningful?",
      "comment_count": 21,
      "views": 0,
      "votes": 11
    },
    {
      "id": 516087,
      "title": "Visualizing Chemical Space (t-SNE)",
      "comment_count": 7,
      "views": 0,
      "votes": 18
    },
    {
      "id": 518967,
      "title": "What model gives the best score for non-triazines?",
      "comment_count": 3,
      "views": 0,
      "votes": 12
    },
    {
      "id": 518948,
      "title": "Leaderboard Dynamics Visualisation | Locate your team on the plot",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 519068,
      "title": "Models performace variance between the leaderboards, visual explanation take",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 519152,
      "title": "Took a gamble.  Didn't pay off.  1122th place.  😕",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 519299,
      "title": "134th solution",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 518938,
      "title": "Public 44th Private 898th Solution",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 518786,
      "title": "Good luck to everyone for the shake/shuffle in private LB",
      "comment_count": 14,
      "views": 0,
      "votes": 6
    },
    {
      "id": 519353,
      "title": "Missing submissions page?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 518956,
      "title": "0.480 public LB solutions! (ensemble of 7 fingerprint/SMILES/atom-level features models)",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 519136,
      "title": "Ideas thread",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 518974,
      "title": "Does the competition accept technical papers with description of solutions as a usual workshop at NeurIPS",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 516092,
      "title": "[Beware overfitting]Focus on more generalization capabilities",
      "comment_count": 6,
      "views": 0,
      "votes": 26
    },
    {
      "id": 516249,
      "title": "BROKEN Leaderboard! DISAPPOINTING Competition Experience!",
      "comment_count": 14,
      "views": 0,
      "votes": 9
    },
    {
      "id": 518870,
      "title": "Nothing better than 5 models spinning at the same time",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 518729,
      "title": "Models that could lead to shakeup",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 516227,
      "title": "Shakeup predictions?",
      "comment_count": 13,
      "views": 0,
      "votes": 7
    },
    {
      "id": 518583,
      "title": "Late but intereasting thing about sEH positives",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 518941,
      "title": "Target Encoding",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 518955,
      "title": "166th simple solution",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 518946,
      "title": "That felt good",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 517018,
      "title": "Fun Competition",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 518970,
      "title": "1609 to 1663: Custom GNN encoder to custom Transformer",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 518803,
      "title": "Error: submission.csv file not found",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 518421,
      "title": "About Ensemble",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 517286,
      "title": "Can anyone Guide me how to decrease the Computation Time?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 517029,
      "title": "Getting problem in using rdkit. ",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 516905,
      "title": "I processed competition dataset with separated the positive binding data from the negative data.",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 513327,
      "title": "Why binds in sample_submission.csv is 0.5?Why isn't 0 or 1?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 516812,
      "title": "Installing packages with internet disabled.",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 515938,
      "title": "[Pytorch] Really Need Some HELP !!!",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 516620,
      "title": "Your notebook tried to allocate more memory than is available. It has restarted....",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 516270,
      "title": "deadline of merging team",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 514842,
      "title": "Public LB : How much representative is it? CV vs LB",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 515684,
      "title": "Evaluation and Submission File",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 515956,
      "title": "Is it valid to utilize submission files uploaded by others?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 516701,
      "title": "Request for Deadline Extension: Seeking Understanding and Support",
      "comment_count": 0,
      "views": 0,
      "votes": -28
    },
    {
      "id": 515856,
      "title": "Is safe to abstract the competition in this way?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 515849,
      "title": "Transfer BindingDB features with OtterKnowledge",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 514484,
      "title": "TPU Error?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 515693,
      "title": "student team how does it work",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 513519,
      "title": "Dataset is too large. How to load it?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 515294,
      "title": "Rounding of Final Predictions",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 507576,
      "title": "Cheminformatics Help?",
      "comment_count": 9,
      "views": 0,
      "votes": 7
    },
    {
      "id": 513137,
      "title": "Building blocks don't add up? ",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 514546,
      "title": "weird error",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 514265,
      "title": "How to configure my environment？",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 512603,
      "title": "How should I solve my submission error?",
      "comment_count": 9,
      "views": 0,
      "votes": null
    },
    {
      "id": 513903,
      "title": "Is it valid to upload only a single CSV from local and score in the private list?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 513503,
      "title": " How to Submit the Final Results？？",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 513712,
      "title": "What is the relationship between public lists and private lists？",
      "comment_count": 1,
      "views": 0,
      "votes": -1
    },
    {
      "id": 513447,
      "title": "What are the requirements to get on the private list?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 512368,
      "title": "Boost Your Sequence Models with AtomInSmiles (AIS) Tokenization",
      "comment_count": 0,
      "views": 0,
      "votes": 20
    },
    {
      "id": 512926,
      "title": "Why threre are building blocks in the dataset?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 512387,
      "title": "Sad.. Don't lose a submission!",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 510644,
      "title": "Next generation seq model: transformer+flash attention2, mamba1/2, xlstm, Griffin ...",
      "comment_count": 5,
      "views": 0,
      "votes": 16
    },
    {
      "id": 512628,
      "title": "Can there be different models for different use cases(proteins)?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 511766,
      "title": "Title change: Conference Update",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 508613,
      "title": "how to deal with non-triazine core?",
      "comment_count": 23,
      "views": 0,
      "votes": 10
    },
    {
      "id": 509923,
      "title": "Video available . Webinar on related past competition - CAFA5 - by DeepGO paper authors",
      "comment_count": 2,
      "views": 0,
      "votes": 22
    },
    {
      "id": 511466,
      "title": "Are we allowed to use the tutorial?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 498402,
      "title": "Data Imbalance - How to tackle? ",
      "comment_count": 8,
      "views": 0,
      "votes": 8
    },
    {
      "id": 503327,
      "title": "[place holder] experimental results after metric update ...",
      "comment_count": 2,
      "views": 0,
      "votes": 26
    },
    {
      "id": 491234,
      "title": "Some perusal materials to get started including research papers",
      "comment_count": 8,
      "views": 0,
      "votes": 40
    },
    {
      "id": 511007,
      "title": "Oversampling for imbalanced data question",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 509852,
      "title": "Data Question: How were hits determined?",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 498858,
      "title": "[lb0.602] low-resource fast 2d GNN example is here!!!",
      "comment_count": 48,
      "views": 0,
      "votes": 40
    },
    {
      "id": 507364,
      "title": "How to distinguish between Triazine and Non-Triazine molecules?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 509274,
      "title": "how to visualise grad CAM, attnetion map on SMILES string",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 510126,
      "title": "A question with the count of the test data",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 509015,
      "title": "Local validation for molecules with nonshared BBs",
      "comment_count": 9,
      "views": 0,
      "votes": 11
    },
    {
      "id": 508270,
      "title": "how to identify collision in ECFP hashing?",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 506913,
      "title": "Butina Clustering of the dataset",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 508857,
      "title": "Error while installing packages",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 505985,
      "title": "[lb0.420 at train=40m] sphere-net: fast 3d-Graph-NN is here !",
      "comment_count": 18,
      "views": 0,
      "votes": 28
    },
    {
      "id": 508211,
      "title": "Can we Usefully Add High-throughput Docking to the Portfolio of Methods?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 509074,
      "title": "Key words definations for layman understanding",
      "comment_count": 7,
      "views": 0,
      "votes": -6
    },
    {
      "id": 508866,
      "title": "I want to know what is bb2 and bb3,this is  from sklearn.preprocessing import OneHotEncoder?",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 508137,
      "title": "Thanks for the competition!",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 492846,
      "title": "[LB0.613, low GPU resources!] my experimental results ",
      "comment_count": 126,
      "views": 0,
      "votes": 103
    },
    {
      "id": 507386,
      "title": "Just submit the CSV file?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 507496,
      "title": "Basic questions about data classification(triazine or Non-triazine)",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 506730,
      "title": "Faster and more stable training solution",
      "comment_count": 5,
      "views": 0,
      "votes": 10
    },
    {
      "id": 503096,
      "title": "[placeholder] experiments results with AutoDock Vina",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 506985,
      "title": "What should we do with the input of protein names?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 507311,
      "title": "How many runtime hours are allowed?🤔",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 506664,
      "title": "Do I need a background in Biomedicines to join this competition?",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 507368,
      "title": "[Newbie question]  Same LAN, submit public notebook will this affect my classmates scores? （we are not a team）",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 491402,
      "title": "Huge train dataset file.",
      "comment_count": 7,
      "views": 0,
      "votes": 10
    },
    {
      "id": 506970,
      "title": "How to determine which molecular descriptors are important?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 506782,
      "title": "112M molecule measurements ",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 506349,
      "title": "Not able to read Parquet file",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 506639,
      "title": "Memory limit and load the data",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 503297,
      "title": "New rescore is underway - COMPLETED",
      "comment_count": 13,
      "views": 0,
      "votes": 8
    },
    {
      "id": 491388,
      "title": "Useful papers on ML Molecule representations",
      "comment_count": 3,
      "views": 0,
      "votes": 25
    },
    {
      "id": 506212,
      "title": "Related question about building blocks CV, for industry use",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 501901,
      "title": "Score Calibration Problem",
      "comment_count": 33,
      "views": 0,
      "votes": 36
    },
    {
      "id": 496576,
      "title": "The groupings and permutations of the competition data, in terms of building blocks",
      "comment_count": 11,
      "views": 0,
      "votes": 75
    },
    {
      "id": 502852,
      "title": "ICLR 2024 may paper: docking results on finding binders for sEH",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 501140,
      "title": "[maybe obsolete] are you overfitting model to sharing blocks?",
      "comment_count": 20,
      "views": 0,
      "votes": 9
    },
    {
      "id": 502437,
      "title": "Calibration : Right way to do it?",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 501663,
      "title": "SmilesEnumerator: Augmentation tool for SMILES",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 501356,
      "title": "Has anyone tried AlphaFold 3?",
      "comment_count": 8,
      "views": 0,
      "votes": 13
    },
    {
      "id": 502322,
      "title": "CORINA,  OMEGA conformers ",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 502970,
      "title": "What Might the Winning Score be?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 501670,
      "title": "[LB0.589]A Fast way to Tokenize (Encoding) and in line with chemistry principal.",
      "comment_count": 0,
      "views": 0,
      "votes": 24
    },
    {
      "id": 502871,
      "title": "Any recent reference for the challenge?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 498920,
      "title": "Not A Code Competition",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 500591,
      "title": "My GNN scores 0.5 CV / 0.42 LB - can I do better? ",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 502245,
      "title": "Alpha Fold 3 allowed by the rules of the competition?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 501982,
      "title": "Can the DNA holding part influence bonding?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 500877,
      "title": "low memory pytorch training ... remove dataloader and use in memory data + direct index",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 502456,
      "title": "CV : is it working? ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 495197,
      "title": "Does the order of the 3 small molecules matter?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 500401,
      "title": "Pre-Processing SMILES Tutorial",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 498983,
      "title": "CV/LB thread",
      "comment_count": 28,
      "views": 0,
      "votes": 28
    },
    {
      "id": 500605,
      "title": "Seeking Team Member!",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 501440,
      "title": "Processing whole training data in kaggle ",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 500852,
      "title": "any reason for the poor performance of HSA (ap only about 0.40)?",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 499455,
      "title": "Faster and more efficient fingerprint calculation",
      "comment_count": 8,
      "views": 0,
      "votes": 32
    },
    {
      "id": 500583,
      "title": "Doubt - TPU instance is breaking and training stops abruptly",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 501053,
      "title": "train a model to predict 3d locations of atoms",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 500584,
      "title": "RDKit handling of [Dy] in smiles",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 500639,
      "title": "Transformers doesn't perform??",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 500893,
      "title": "[QUESTION] [SOLVED] RDKit Error in 3d Image processing",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 501381,
      "title": "duckdb vs. other options - reasons to use duckdb ",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 499813,
      "title": "xgboost  & ECFP . Filter 50% low variance ecfp columns get same score.",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 499890,
      "title": "did anyone try apply block-aware models to validation dataset?",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 499757,
      "title": "PyTorch Lightning mAP metric - Trick to reduce RAM usage",
      "comment_count": 0,
      "views": 0,
      "votes": 17
    },
    {
      "id": 498486,
      "title": "Low cost (free-ish) compute resources",
      "comment_count": 7,
      "views": 0,
      "votes": 11
    },
    {
      "id": 498385,
      "title": "A brief note on using GNNs",
      "comment_count": 11,
      "views": 0,
      "votes": 15
    },
    {
      "id": 499861,
      "title": "ViSNet setup",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 499848,
      "title": "HiGraphDTI: end to end approach with paper and code",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 498311,
      "title": "Is it worth giving this competition a try using just Kaggle resources?",
      "comment_count": 24,
      "views": 0,
      "votes": 15
    },
    {
      "id": 499870,
      "title": "molecule_smiles' - The structure of the fully assembled molecule",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 499970,
      "title": "Looking for teammates!",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 499015,
      "title": "How to handle big data in kaggle notebook",
      "comment_count": 8,
      "views": 0,
      "votes": 4
    },
    {
      "id": 499607,
      "title": "[Question] Useful Graph Features",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 498608,
      "title": "New dataset with images of Building Blocks",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 494749,
      "title": "Proteins databases",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 498333,
      "title": "How to Find the already known Binding Pockets?",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 499085,
      "title": "Partitioning using Dask is giving multiple files ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 497510,
      "title": "Sharing my CV split",
      "comment_count": 12,
      "views": 0,
      "votes": 31
    },
    {
      "id": 494914,
      "title": "Common Ways to Represent Molecules in ML",
      "comment_count": 8,
      "views": 0,
      "votes": 24
    },
    {
      "id": 497871,
      "title": "Visualizing molecules and building blocks in 3D",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 497990,
      "title": "Is internet access free to use for submission?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 497392,
      "title": "Controlling for DNA tag interference?",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 497826,
      "title": "Protein crystal structures",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 497872,
      "title": "The detection limit of affinity",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 498418,
      "title": " Training Sklearn/XGB models without OOM",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 497974,
      "title": "Looking for team mates",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 497412,
      "title": "Submission evaluation metric question",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 496954,
      "title": "Using dask to handle this larger than life dataset. ",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 497397,
      "title": "Tutorial Notebook",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 496995,
      "title": "A pre-trained molecular representation model incorporating conformational space and pharmacophore profile",
      "comment_count": 9,
      "views": 0,
      "votes": 12
    },
    {
      "id": 494876,
      "title": "Creating CV not containing common BBs between training data and validation data",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 498076,
      "title": "Protein_name in Test data represent a bind?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 491401,
      "title": "🧬 Papers: DNA-encoded chemical library (DEL) 🧬",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 496601,
      "title": "SMILES description of proteins",
      "comment_count": 7,
      "views": 0,
      "votes": 9
    },
    {
      "id": 493297,
      "title": "Open Source Docking and Conformer Generating Libraries",
      "comment_count": 15,
      "views": 0,
      "votes": 14
    },
    {
      "id": 491908,
      "title": "background reading on DEL + binding prediction",
      "comment_count": 12,
      "views": 0,
      "votes": 48
    },
    {
      "id": 494885,
      "title": "Features for training",
      "comment_count": 8,
      "views": 0,
      "votes": 5
    },
    {
      "id": 494685,
      "title": "Does strong background in Medicinal Chemistry is required?",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 497023,
      "title": "Basic Biochemistry Clarification",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 495399,
      "title": "Convert fingerprints in the pytorch Dataset or outside of Dataset?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 496427,
      "title": "Reading List [Mentioned in the description - Overview Page]",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 496416,
      "title": "Testing takes an extremely long time. Ways to speed it up?",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 492108,
      "title": "Videos: How DEL works? why 295,246,830 molecules in train? How protein binds to molecule ? (it explain all answers)",
      "comment_count": 10,
      "views": 0,
      "votes": 23
    },
    {
      "id": 496459,
      "title": "handle huge dataset",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 493294,
      "title": "Scaffold Hopping",
      "comment_count": 9,
      "views": 0,
      "votes": 48
    },
    {
      "id": 495267,
      "title": "New to Data Science few quick questions",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 491073,
      "title": "Bioinformatics Competition is Back Again! Biopython. Bioinfo Material (Comps, Notebooks & Datasets) ",
      "comment_count": 2,
      "views": 0,
      "votes": 46
    },
    {
      "id": 494892,
      "title": "Computational chemist looking for a team",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 492126,
      "title": "Are the Train and Test building blocks really not overlapping?",
      "comment_count": 19,
      "views": 0,
      "votes": 23
    },
    {
      "id": 493726,
      "title": "Build the Team",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 492957,
      "title": "Prize for Top Student Group",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 492816,
      "title": "Purpose and object of prediction",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 491424,
      "title": "Private dataset questions [Solved]",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 492458,
      "title": "is Protein have SMILES string format? [solved - answer no]",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 493607,
      "title": " A script to extract a refined small subset",
      "comment_count": 0,
      "views": 0,
      "votes": 18
    },
    {
      "id": 493498,
      "title": "Question for the organisers regarding SMILES generation",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 491431,
      "title": "[Dy] in test compounds",
      "comment_count": 17,
      "views": 0,
      "votes": 10
    },
    {
      "id": 493816,
      "title": "Resident of Iran and US",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 493500,
      "title": "Data Cleaning",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 491472,
      "title": "The train set is bloated. After shrinking it can be fully loaded in Kaggle.",
      "comment_count": 7,
      "views": 0,
      "votes": 90
    },
    {
      "id": 491324,
      "title": "Should Models be symmetric under the exchange of buildingblock2_smiles and buildingblock3_smiles?",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 492968,
      "title": "When prediction takes longer than training...",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 492481,
      "title": "is transformer model will capture molecule vs building blocks?",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 491415,
      "title": "CV Strategy ",
      "comment_count": 16,
      "views": 0,
      "votes": 16
    },
    {
      "id": 492692,
      "title": "Question on parquet and csv files",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 492070,
      "title": "Competition metric",
      "comment_count": 10,
      "views": 0,
      "votes": 8
    },
    {
      "id": 491229,
      "title": "We must predict \"binds to any of the three protein targets\"?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 491328,
      "title": "The train data has 295,246,830 rows !!",
      "comment_count": 7,
      "views": 0,
      "votes": 27
    },
    {
      "id": 491394,
      "title": "📊📈🔍🧬 EDA & buildingblock SMILES",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 491427,
      "title": "Feature Space",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 491554,
      "title": "Processing the data",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    }
  ],
  "errors": []
}