{
  "total": 239,
  "topics": [
    {
      "id": 357528,
      "title": "The next G2Net gravitational-wave competition",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 282028,
      "title": "g2net Competition Survey",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 275580,
      "title": "Yesterday's Notebook Sharing Bug and Impact to G2Net",
      "comment_count": 12,
      "views": 0,
      "votes": 26
    },
    {
      "id": 249978,
      "title": "Welcome to the G2Net Gravitational Wave detection challenge",
      "comment_count": 48,
      "views": 0,
      "votes": 85
    },
    {
      "id": 249964,
      "title": "Looking for a Team Megathread",
      "comment_count": 95,
      "views": 0,
      "votes": 25
    },
    {
      "id": 249965,
      "title": "New to Machine Learning or to Kaggle? Check this out.",
      "comment_count": 8,
      "views": 0,
      "votes": 16
    },
    {
      "id": 250244,
      "title": "Tutorials for preprocessing",
      "comment_count": 24,
      "views": 0,
      "votes": 97
    },
    {
      "id": 384121,
      "title": "how do I handle this big data in google Collab?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 275476,
      "title": "Top 1 solution: Deep Learning part",
      "comment_count": 27,
      "views": 0,
      "votes": 132
    },
    {
      "id": 275507,
      "title": "Top 1 solution: DSP part",
      "comment_count": 13,
      "views": 0,
      "votes": 71
    },
    {
      "id": 275424,
      "title": "LB61th PB72th solution & Please tell me your opinion!",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 268553,
      "title": "class activation map",
      "comment_count": 60,
      "views": 0,
      "votes": 54
    },
    {
      "id": 275331,
      "title": "4th Place Solution Brief Summary : Magic of 1D CNN",
      "comment_count": 47,
      "views": 0,
      "votes": 67
    },
    {
      "id": 275341,
      "title": "2nd Place Solution: trainable custom frontend [EventHorizon] ",
      "comment_count": 17,
      "views": 0,
      "votes": 127
    },
    {
      "id": 275617,
      "title": "3rd place solution",
      "comment_count": 39,
      "views": 0,
      "votes": 80
    },
    {
      "id": 275433,
      "title": "8th solution ",
      "comment_count": 14,
      "views": 0,
      "votes": 69
    },
    {
      "id": 275316,
      "title": "Why sharing top 3x solution in the last hour of the competition?!?!?",
      "comment_count": 36,
      "views": 0,
      "votes": 39
    },
    {
      "id": 275335,
      "title": "8th Place Solution(augmentation part)",
      "comment_count": 19,
      "views": 0,
      "votes": 60
    },
    {
      "id": 275318,
      "title": "rank18th solution : private/public LB(0.8806/0.8822) learnable CQT + resnet34",
      "comment_count": 18,
      "views": 0,
      "votes": 60
    },
    {
      "id": 275323,
      "title": "\"Important turning-points of life often come at the most unexpected times.\"",
      "comment_count": 6,
      "views": 0,
      "votes": 46
    },
    {
      "id": 275328,
      "title": "Congrats to all who survived this marathon",
      "comment_count": 8,
      "views": 0,
      "votes": 40
    },
    {
      "id": 275239,
      "title": "Has been a very Tough Fight ....",
      "comment_count": 15,
      "views": 0,
      "votes": 29
    },
    {
      "id": 276146,
      "title": "Few things I have learned",
      "comment_count": 18,
      "views": 0,
      "votes": 14
    },
    {
      "id": 275356,
      "title": "12th place solution [SiN Nakaism924]",
      "comment_count": 11,
      "views": 0,
      "votes": 27
    },
    {
      "id": 275343,
      "title": "6th place solution",
      "comment_count": 8,
      "views": 0,
      "votes": 30
    },
    {
      "id": 275337,
      "title": "Notes on G2 Comp",
      "comment_count": 8,
      "views": 0,
      "votes": 25
    },
    {
      "id": 275349,
      "title": "7th place solution",
      "comment_count": 3,
      "views": 0,
      "votes": 29
    },
    {
      "id": 275334,
      "title": "5th place solution (instead of)",
      "comment_count": 3,
      "views": 0,
      "votes": 30
    },
    {
      "id": 275353,
      "title": "10th Place Solution: CWT->1D Conv + CNN",
      "comment_count": 4,
      "views": 0,
      "votes": 27
    },
    {
      "id": 275417,
      "title": "Whitening - from papers to practice",
      "comment_count": 3,
      "views": 0,
      "votes": 24
    },
    {
      "id": 275390,
      "title": "A Self supervised approach for detecting gravitational waves",
      "comment_count": 5,
      "views": 0,
      "votes": 18
    },
    {
      "id": 275841,
      "title": "13th Place Solution ",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 275333,
      "title": "Congratulations to new Kaggle Competitions GM Iafoss 🎉",
      "comment_count": 5,
      "views": 0,
      "votes": 15
    },
    {
      "id": 275138,
      "title": "Some unusual accounts in the leaderboard",
      "comment_count": 11,
      "views": 0,
      "votes": 18
    },
    {
      "id": 275405,
      "title": "11th place brief solution",
      "comment_count": 1,
      "views": 0,
      "votes": 17
    },
    {
      "id": 275426,
      "title": "Top solutions collection",
      "comment_count": 5,
      "views": 0,
      "votes": 15
    },
    {
      "id": 275360,
      "title": "Public 69th / Private 54th solution",
      "comment_count": 2,
      "views": 0,
      "votes": 17
    },
    {
      "id": 275431,
      "title": "15th place solution ",
      "comment_count": 10,
      "views": 0,
      "votes": 14
    },
    {
      "id": 275440,
      "title": "19th place solution",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 274825,
      "title": "LGB stacking AUC less than the best model's AUC",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 275246,
      "title": "The Next G2Net Competition??",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 275728,
      "title": "23rd place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 275443,
      "title": "Psi and Dieter Got Silver :(",
      "comment_count": 25,
      "views": 0,
      "votes": 2
    },
    {
      "id": 274000,
      "title": "Low effort \"copy\" notebook",
      "comment_count": 9,
      "views": 0,
      "votes": 43
    },
    {
      "id": 275368,
      "title": "A little trick from a newbie ~ 0.0030 increase in both public and private",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 275364,
      "title": "A technique that worked for me (~0.001-0.002 improvement) that none of the posted (so far) solution used",
      "comment_count": 4,
      "views": 0,
      "votes": 9
    },
    {
      "id": 275003,
      "title": "Meme Thread while you wait to get your TPU",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 275359,
      "title": "how to plot a graph of public vs private score",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 274520,
      "title": "Mysterious \"noise\" near frequency 612Hz",
      "comment_count": 15,
      "views": 0,
      "votes": 12
    },
    {
      "id": 275346,
      "title": "did anyone get whitening to work?",
      "comment_count": 10,
      "views": 0,
      "votes": 6
    },
    {
      "id": 275344,
      "title": "Congratulation iafoss , Well Deserved CompetitionGM",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 274995,
      "title": "Shake Estimation",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 273702,
      "title": "Notebook not starting. stucked at \"Editor Loading...\"",
      "comment_count": 5,
      "views": 0,
      "votes": 12
    },
    {
      "id": 273698,
      "title": "Kaggle Kernel Not opening",
      "comment_count": 5,
      "views": 0,
      "votes": 12
    },
    {
      "id": 274930,
      "title": "Kaggle taking too long to commit for using TPU accelerator.",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 275170,
      "title": "why cant I join",
      "comment_count": 9,
      "views": 0,
      "votes": -2
    },
    {
      "id": 272812,
      "title": "[Paper] Black Hole Gravitational Wave Signals... Using Deep Learning",
      "comment_count": 5,
      "views": 0,
      "votes": 32
    },
    {
      "id": 273256,
      "title": "pytorch vs tensorflow  convergence",
      "comment_count": 17,
      "views": 0,
      "votes": 8
    },
    {
      "id": 272968,
      "title": "Shake up expectations ?",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 273615,
      "title": "The first competition where EfficientNetV2 does not lose EfficientNet?",
      "comment_count": 11,
      "views": 0,
      "votes": 2
    },
    {
      "id": 272472,
      "title": "PyTorch 1D CNN baseline train+inference",
      "comment_count": 2,
      "views": 0,
      "votes": 32
    },
    {
      "id": 271272,
      "title": "Please stop posting high scoring notebooks",
      "comment_count": 34,
      "views": 0,
      "votes": 53
    },
    {
      "id": 271576,
      "title": "class activation map again ... for 1d CNN model",
      "comment_count": 32,
      "views": 0,
      "votes": 39
    },
    {
      "id": 272636,
      "title": "Break Single Model  CV 87.6+ Wall",
      "comment_count": 10,
      "views": 0,
      "votes": 9
    },
    {
      "id": 270386,
      "title": "adjust your CQT",
      "comment_count": 62,
      "views": 0,
      "votes": 79
    },
    {
      "id": 271946,
      "title": "TPU crisis Continues...FYA Kaggle Team",
      "comment_count": 7,
      "views": 0,
      "votes": 12
    },
    {
      "id": 271623,
      "title": "TPU  not at all available -kaggle team please ",
      "comment_count": 17,
      "views": 0,
      "votes": 8
    },
    {
      "id": 272279,
      "title": "NaN output with using torch.amp",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 270612,
      "title": "How long to train one epoch?",
      "comment_count": 73,
      "views": 0,
      "votes": 15
    },
    {
      "id": 270596,
      "title": "did i find a magic?",
      "comment_count": 8,
      "views": 0,
      "votes": 32
    },
    {
      "id": 273683,
      "title": "using dcgan  to train g2 net data",
      "comment_count": 1,
      "views": 0,
      "votes": -1
    },
    {
      "id": 271732,
      "title": "nnAudio CQT1992v2 fully on GPU?",
      "comment_count": 5,
      "views": 0,
      "votes": 7
    },
    {
      "id": 271353,
      "title": "what parameters should be used for match filtering?",
      "comment_count": 10,
      "views": 0,
      "votes": 11
    },
    {
      "id": 271201,
      "title": "Mind the gap",
      "comment_count": 24,
      "views": 0,
      "votes": 10
    },
    {
      "id": 271886,
      "title": "Why we are (almost) all using CQT?",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 271552,
      "title": "Colab TPU inference error?",
      "comment_count": 11,
      "views": 0,
      "votes": 6
    },
    {
      "id": 271772,
      "title": "Best way to connect Kaggle data to Colab?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 271639,
      "title": "Final LB prediction",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 271381,
      "title": "CWT suddenly started giving me errors !",
      "comment_count": 11,
      "views": 0,
      "votes": 7
    },
    {
      "id": 272624,
      "title": "What is the oscillation frequency bandwidth of simulated binary black holes",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 271686,
      "title": "What is strain?",
      "comment_count": 9,
      "views": 0,
      "votes": 2
    },
    {
      "id": 271501,
      "title": "A starter using the Vision Transformer (ViT)",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 270019,
      "title": "The parameters 'hop_length' of the cqt?",
      "comment_count": 15,
      "views": 0,
      "votes": 15
    },
    {
      "id": 270986,
      "title": "LB History",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 269154,
      "title": "did you encounter a black hole in your training?",
      "comment_count": 29,
      "views": 0,
      "votes": 30
    },
    {
      "id": 271580,
      "title": "Kaggle environment is broken?",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 270784,
      "title": "Is the third detector helpful?",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 270426,
      "title": "Best way to combine the different detectors' observations?",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 269977,
      "title": "Tips for weathering the storm?",
      "comment_count": 12,
      "views": 0,
      "votes": 9
    },
    {
      "id": 271872,
      "title": "Is there a way to generate mock data",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 271106,
      "title": "The way sampling false (bad) datas",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 270102,
      "title": "Why not to exclude frequencies",
      "comment_count": 14,
      "views": 0,
      "votes": 7
    },
    {
      "id": 269871,
      "title": "pytorch bandpass filter",
      "comment_count": 13,
      "views": 0,
      "votes": 9
    },
    {
      "id": 269805,
      "title": "Has TTA works in this competition?",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 271439,
      "title": "Is this Competition now all about .....",
      "comment_count": 18,
      "views": 0,
      "votes": -24
    },
    {
      "id": 270590,
      "title": "Has anyone tried DWT for denoising?",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 268768,
      "title": "Few things about CQT",
      "comment_count": 19,
      "views": 0,
      "votes": 28
    },
    {
      "id": 269439,
      "title": "Stratified tfrecords",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 267716,
      "title": "How about adding one more digit?",
      "comment_count": 6,
      "views": 0,
      "votes": 45
    },
    {
      "id": 267241,
      "title": "Read data from TFRecords, train with PyTorch - Mixture of two frameworks",
      "comment_count": 17,
      "views": 0,
      "votes": 74
    },
    {
      "id": 267778,
      "title": "Call the cops - too much noise",
      "comment_count": 18,
      "views": 0,
      "votes": 30
    },
    {
      "id": 270133,
      "title": "How to weave together fastai, the timm library and nnAudio",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 268706,
      "title": "Has anyone tried matched filter?",
      "comment_count": 16,
      "views": 0,
      "votes": 8
    },
    {
      "id": 268776,
      "title": "Where is Signal ? ",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 267588,
      "title": "Important PreProcessing Kernel",
      "comment_count": 5,
      "views": 0,
      "votes": 24
    },
    {
      "id": 270359,
      "title": "Are we allowed to use generated signal (without noise) for training without publishing it? ",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 270329,
      "title": " Question reg repeating dataset and replicas in Keras",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268040,
      "title": "question on  gravitational wave interferometers",
      "comment_count": 4,
      "views": 0,
      "votes": 14
    },
    {
      "id": 268574,
      "title": "Shot Self in Foot(?)",
      "comment_count": 9,
      "views": 0,
      "votes": 6
    },
    {
      "id": 269982,
      "title": "How to resize the 'image'?",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269150,
      "title": "cmorlet-tensorflow CWT usage demonstration",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 268832,
      "title": "I made additional preprocessed tfrecords kernel.",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 268127,
      "title": "What does the gravitational wave look like?",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 270242,
      "title": "How to correctly define efficientnet in tensorflow?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268443,
      "title": "i have made a preprocessed bandpass filter",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 269502,
      "title": "To find teammate",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 268027,
      "title": "Q-Transform comparison: nnAudio vs GWPy",
      "comment_count": 12,
      "views": 0,
      "votes": 4
    },
    {
      "id": 268186,
      "title": "Download the test and train data separately",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 266325,
      "title": "Is Kaggle colab pro+ worth it?",
      "comment_count": 50,
      "views": 0,
      "votes": 15
    },
    {
      "id": 264380,
      "title": "Best Single Model",
      "comment_count": 179,
      "views": 0,
      "votes": 51
    },
    {
      "id": 267490,
      "title": "First Stack then Whiten or Vice versa?",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 265367,
      "title": "Are CQT features good enough?",
      "comment_count": 40,
      "views": 0,
      "votes": 25
    },
    {
      "id": 268455,
      "title": "Understanding the Evaluation metric: AUC ( Area Under Curve)",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 268756,
      "title": "Transfer learning on EfficientNet taking too long",
      "comment_count": 8,
      "views": 0,
      "votes": null
    },
    {
      "id": 267339,
      "title": "CWT for PyTorch",
      "comment_count": 5,
      "views": 0,
      "votes": 7
    },
    {
      "id": 266577,
      "title": "Reverse Engineering  Data generation Process?",
      "comment_count": 9,
      "views": 0,
      "votes": 11
    },
    {
      "id": 266230,
      "title": "Data Augmentation",
      "comment_count": 13,
      "views": 0,
      "votes": 16
    },
    {
      "id": 267144,
      "title": "CQT Transform RGB-JPEG dataset at full res",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 267430,
      "title": "How many epochs?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 264969,
      "title": "nnAudio Counterpart Implemented with TensorFlow",
      "comment_count": 10,
      "views": 0,
      "votes": 30
    },
    {
      "id": 267027,
      "title": "Does anyone successing bandfilter in tensorflow?",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 266525,
      "title": "SETI Breakthrough Listen Top Solutions",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 261721,
      "title": "Things I've tried and how they worked out",
      "comment_count": 83,
      "views": 0,
      "votes": 161
    },
    {
      "id": 266955,
      "title": "My quick experiment",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 264958,
      "title": "Is a custom learning rates needed with the Adam optimiser ",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 266008,
      "title": "Get dataset ID faster during TPU inference",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 264207,
      "title": "Similar Previous Competitions Top solutions",
      "comment_count": 1,
      "views": 0,
      "votes": 19
    },
    {
      "id": 266546,
      "title": "Problem with downloading competition data via Kaggle API",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 267079,
      "title": "Ethical Deadline for Sharing High scoring Kernel/discussions",
      "comment_count": 2,
      "views": 0,
      "votes": -7
    },
    {
      "id": 265617,
      "title": "When to use val_loss vs val_auc with early stopping? ",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 263995,
      "title": "What's up with 306Hz?",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 263789,
      "title": "Let me introduce EfficientnetV2 repository for Keras and TPU",
      "comment_count": 4,
      "views": 0,
      "votes": 15
    },
    {
      "id": 267193,
      "title": "What is the difference between the kernels of kaggle and googlecolab?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 266504,
      "title": "Data transformation during inference",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 266278,
      "title": "Time limit on private test dataset - 9h?",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 266678,
      "title": "Training dataset",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 263785,
      "title": "Did the simulated gravitational wave signal shifted before plus to noise?",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 261711,
      "title": "Summary of some of my results",
      "comment_count": 10,
      "views": 0,
      "votes": 16
    },
    {
      "id": 263083,
      "title": "I really don't know how to deal with large data.",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 264561,
      "title": "Can we learn something from SETI?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 261414,
      "title": "Big data, How do Kagglers handle it?",
      "comment_count": 20,
      "views": 0,
      "votes": 9
    },
    {
      "id": 264504,
      "title": "Understand Train Dir Structure",
      "comment_count": 4,
      "views": 0,
      "votes": -1
    },
    {
      "id": 264183,
      "title": "I'm a first time learner and don't know much about it, so I'd like to ask a question.",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 264412,
      "title": "Do the simulated gravitational wave signal arrive at different time?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 257335,
      "title": " Useful Optimizers",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 261966,
      "title": "Questions about the .npy data files and notch filters",
      "comment_count": 11,
      "views": 0,
      "votes": 3
    },
    {
      "id": 254934,
      "title": "Making a habit to reference <3",
      "comment_count": 9,
      "views": 0,
      "votes": 71
    },
    {
      "id": 262354,
      "title": "Speed up computational time for training my model",
      "comment_count": 11,
      "views": 0,
      "votes": null
    },
    {
      "id": 256498,
      "title": "Question regarding pre-trained models",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 255850,
      "title": "Why normalise before Q-Transform?",
      "comment_count": 10,
      "views": 0,
      "votes": 12
    },
    {
      "id": 255814,
      "title": "The Detector noise comes from simulation or real data?",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 255965,
      "title": "SEResNet and SEResNeXt [Local CV]",
      "comment_count": 11,
      "views": 0,
      "votes": 7
    },
    {
      "id": 262878,
      "title": "Solutions posted at end?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255940,
      "title": "Nyquist Theorem",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 263262,
      "title": "Sensor characteristics",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255449,
      "title": "GW open Data Workshop ",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 261805,
      "title": "External Datasets",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 254775,
      "title": "Time it takes to train on GPU ",
      "comment_count": 49,
      "views": 0,
      "votes": 11
    },
    {
      "id": 256059,
      "title": "why i dont find f=60hz in the data? ",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 260778,
      "title": "Test score doesn't match validation score",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 257417,
      "title": "What is a good CV Strategy here?",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 258889,
      "title": "Tips for training on a large  amount of data on budget ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255046,
      "title": " My experiments in Keras with EffNet.",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 252754,
      "title": "My experiments with EfficientNet",
      "comment_count": 35,
      "views": 0,
      "votes": 39
    },
    {
      "id": 255713,
      "title": "Why does the test data contain targets of 0.5",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 255320,
      "title": "Why is the signal not visible?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254086,
      "title": "Training in FP16 slightly worse ROC AUC? ",
      "comment_count": 11,
      "views": 0,
      "votes": 3
    },
    {
      "id": 253959,
      "title": "Does anyone have any guesses about valid frequency bands?",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 255496,
      "title": "How many files are in the test directory?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 252396,
      "title": "Spectral Whitening",
      "comment_count": 10,
      "views": 0,
      "votes": 26
    },
    {
      "id": 252181,
      "title": "Why is the image bigger and bigger, CV and LB higher and higher?",
      "comment_count": 28,
      "views": 0,
      "votes": 28
    },
    {
      "id": 251754,
      "title": "Gravitational Waves and Strain for Dummies",
      "comment_count": 3,
      "views": 0,
      "votes": 39
    },
    {
      "id": 255018,
      "title": "A Genetic Algorithm Approach",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253619,
      "title": "Most TP/FP and TN/FN",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 250278,
      "title": "G2Net starter code [Single Fold LB: 0.864]",
      "comment_count": 12,
      "views": 0,
      "votes": 107
    },
    {
      "id": 251361,
      "title": "Why the wave shape from third detector looks quite different from the first two",
      "comment_count": 10,
      "views": 0,
      "votes": 23
    },
    {
      "id": 251004,
      "title": "ROC-Star loss, maximizing AUC directly",
      "comment_count": 12,
      "views": 0,
      "votes": 59
    },
    {
      "id": 251549,
      "title": "[CV vs LB]",
      "comment_count": 15,
      "views": 0,
      "votes": 26
    },
    {
      "id": 251934,
      "title": "Delays between detectors",
      "comment_count": 9,
      "views": 0,
      "votes": 11
    },
    {
      "id": 250495,
      "title": "Feedback On Wave Competitions",
      "comment_count": 8,
      "views": 0,
      "votes": 69
    },
    {
      "id": 252413,
      "title": "Resources to learn more about Gravitational Waves ",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 252138,
      "title": "Do you whiten the data?",
      "comment_count": 9,
      "views": 0,
      "votes": 13
    },
    {
      "id": 251742,
      "title": "Questions about SNR",
      "comment_count": 4,
      "views": 0,
      "votes": 14
    },
    {
      "id": 253199,
      "title": "Has anyone tried Facebook Kats for Time Series Analysis?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 252098,
      "title": "ResNet and EfficientNet Variants in PyTorch (Thanks to @rwightman)",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 249993,
      "title": "Papers on Gravitational Wave Detection and Machine Learning",
      "comment_count": 27,
      "views": 0,
      "votes": 108
    },
    {
      "id": 252131,
      "title": "The 15 Parameters",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 253062,
      "title": "Why do noise (target = 0) have a wave like pattern?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 252094,
      "title": "ResNet and EfficientNet Variants in Tensorflow",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253019,
      "title": "Constant Q Transformed Dataset",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 251778,
      "title": "Has anyone tried running experiments in colab pro ?",
      "comment_count": 7,
      "views": 0,
      "votes": 10
    },
    {
      "id": 251225,
      "title": "[Resources]: Gravitational Wave Data Analysis with Machine Learning",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 249991,
      "title": "Research Papers to get started",
      "comment_count": 14,
      "views": 0,
      "votes": 55
    },
    {
      "id": 250486,
      "title": "Gravitational Waves Github Repos that might be useful",
      "comment_count": 1,
      "views": 0,
      "votes": 23
    },
    {
      "id": 250033,
      "title": "Explaining Gravitational Waves and Binary Black Holes (a little bit).",
      "comment_count": 3,
      "views": 0,
      "votes": 36
    },
    {
      "id": 250297,
      "title": "G2Net Lectures + Notebooks on Machine Learning and Signal processing ",
      "comment_count": 16,
      "views": 0,
      "votes": 34
    },
    {
      "id": 252997,
      "title": "batch size or resize?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 252489,
      "title": "Getting Started with this Comp(Tutorials)",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 250036,
      "title": "Types of Gravitational Waves - LIGO - A Gravitational-Wave Interferometer",
      "comment_count": 5,
      "views": 0,
      "votes": 30
    },
    {
      "id": 253101,
      "title": "Autoencoder for solving the problem",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252674,
      "title": "How to use Facebook Prophet for time series",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 250370,
      "title": "Einstein's equations (just for fun)",
      "comment_count": 3,
      "views": 0,
      "votes": 16
    },
    {
      "id": 251364,
      "title": "Has anyone experimented with temporal convolution models?",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 250522,
      "title": "GWPy datasets (Q-Transforms)",
      "comment_count": 10,
      "views": 0,
      "votes": 12
    },
    {
      "id": 251592,
      "title": "Black Holes Packages",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 250008,
      "title": "is Kaggle kernel enough?",
      "comment_count": 10,
      "views": 0,
      "votes": 15
    },
    {
      "id": 250471,
      "title": "I hope this helps someone - SR 2048 : New dataset",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 250621,
      "title": "Constant Q-transform demonstration",
      "comment_count": 7,
      "views": 0,
      "votes": 11
    },
    {
      "id": 250517,
      "title": "Preprocessed Dataset",
      "comment_count": 5,
      "views": 0,
      "votes": 12
    },
    {
      "id": 250130,
      "title": "From waves📈 to images🖼️",
      "comment_count": 2,
      "views": 0,
      "votes": 21
    },
    {
      "id": 250298,
      "title": "Past G2Net Machine Learning Hackathon - Scripts & Dataset",
      "comment_count": 3,
      "views": 0,
      "votes": 12
    },
    {
      "id": 250029,
      "title": "GREAT competition for GW detection!",
      "comment_count": 3,
      "views": 0,
      "votes": 13
    },
    {
      "id": 250620,
      "title": "Dataset optimization",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 250369,
      "title": "beginner-friendly TF/Keras starter",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 250226,
      "title": "Anything wrong with the data?",
      "comment_count": 9,
      "views": 0,
      "votes": 5
    },
    {
      "id": 250050,
      "title": "Previous Competition by G2Net paper and Tutorials",
      "comment_count": 1,
      "views": 0,
      "votes": 13
    },
    {
      "id": 250070,
      "title": "Training CSV with paths to .npy files",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 250485,
      "title": "Applications of machine learning for gravitational wave astrophysics - Data and APIs",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 250024,
      "title": "Gravitational Wave Detection!",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 250164,
      "title": "Deep Learning For Hidden Signals Papers and Video Presentation from NCSA",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 250073,
      "title": "Data sets from aLIGO O3?",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 250371,
      "title": "how much time does it take to unzip this data",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 250209,
      "title": "A very naive approach 🙄",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 249996,
      "title": "Why .npy file is used here? How wave are assigned to an id?",
      "comment_count": 10,
      "views": 0,
      "votes": null
    },
    {
      "id": 250323,
      "title": "I think some people use the image model, so why not try to convert the three 4096 sequence data into three channel images?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 250280,
      "title": "Does save & run all have a time limit",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 250127,
      "title": "I am Looking for team ",
      "comment_count": 2,
      "views": 0,
      "votes": -2
    },
    {
      "id": 251740,
      "title": "why the 15 parameters were not provided?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253486,
      "title": "Using neural networks as surrogates for Bayesian posterior distributions",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    }
  ],
  "errors": []
}