Hello all,
\nHope my post finds you well. I hope the below curated reference materials prove to be helpful for you to onboard well. Some of the topics discussed in these assignments may be different from the concurrent assignment, but one may consider borrowing ideas from these challenges for onboarding here as well.
\nAll the best for the competition!
\nI shall update the post with more pertinent references and materials shortly.
\nAll the best and happy learning!
", "messages": [ { "id": 2943658, "postDate": "2024-08-01T18:25:12.713Z", "content": "Hello all,
\nHope my post finds you well. I hope the below curated reference materials prove to be helpful for you to onboard well. Some of the topics discussed in these assignments may be different from the concurrent assignment, but one may consider borrowing ideas from these challenges for onboarding here as well.
\nAll the best for the competition!
\nI shall update the post with more pertinent references and materials shortly.
\nAll the best and happy learning!
", "rawMarkdown": "Hello all,\n\nHope my post finds you well. I hope the below curated reference materials prove to be helpful for you to onboard well. Some of the topics discussed in these assignments may be different from the concurrent assignment, but one may consider borrowing ideas from these challenges for onboarding here as well.\n\nAll the best for the competition!\n\n# Similar Kaggle competitions \n## [G2Net Gravitational Wave Detection](https://www.kaggle.com/competitions/g2net-gravitational-wave-detection)\n### Top voted kernels \n1. https://www.kaggle.com/code/ihelon/g2net-eda-and-modeling\n2. https://www.kaggle.com/code/yasufuminakama/g2net-efficientnet-b7-baseline-training\n3. https://www.kaggle.com/code/headsortails/when-stars-collide-g2net-eda\n4. https://www.kaggle.com/code/allunia/signal-where-are-you\n5. https://www.kaggle.com/code/andradaolteanu/g2net-searching-the-sky-pytorch-effnet-w-meta\n\n### Top solutions \n1. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275476 -- rank 1\n2. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275341 -- rank 2\n3. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275617 -- rank 3\n4. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275331 -- rank 4\n5. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275334 -- rank 5\n6. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275343 -- rank 6\n7. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275349 -- rank 7\n8. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275335 -- rank 8\n\n## [G2Net Detecting Continuous Gravitational Waves](https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves)\n### Top voted kernels \n1. https://www.kaggle.com/code/junkoda/basic-spectrogram-image-classification \n2. https://www.kaggle.com/code/edwardcrookenden/g2net-getting-started-eda\n3. https://www.kaggle.com/code/vslaykovsky/g2net-pytorch-generated-realistic-noise\n4. https://www.kaggle.com/code/laeyoung/g2net-large-kernel-inference\n5. https://www.kaggle.com/code/tanreinama/eliminate-noise-using-signal-similarity\n\n### Top solutions \n1. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/375910 -- rank 1\n2. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376504 -- rank 2\n3. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376233 -- rank 3\n4. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376357 -- rank 4\n5. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376022 -- rank 5\n6. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/375923 -- rank 6\n7. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376253 -- rank 8\n\n## [IceCube - Neutrinos in Deep Ice](https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice)\n### Top voted kernels \n1. https://www.kaggle.com/code/dschettler8845/ndi-let-s-learn-together-eli5-and-eda\n2. https://www.kaggle.com/code/rasmusrse/graphnet-baseline-submission\n3. https://www.kaggle.com/code/roberthatch/lb-1-183-lightning-fast-baseline-with-polars\n4. https://www.kaggle.com/code/rsmits/tensorflow-lstm-model-inference\n5. https://www.kaggle.com/code/shlomoron/icecube-eda-pca-baseline-cv-1-23-lb-1-218\n6. https://www.kaggle.com/code/mvvppp/icecube-neutrinos-domain-eda-for-ds-folks\n7. https://www.kaggle.com/code/seungmoklee/3-lstms-with-data-picking-and-shifting\n\n### Top solutions \n1. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/402976 -- rank 1\n2. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/402882 -- rank 2\n3. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/402888 -- rank 3\n4. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/403398 -- rank 5\n5. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/403153 -- rank 6\n\n## [SETI Breakthrough Listen - E.T. Signal Search](https://www.kaggle.com/competitions/seti-breakthrough-listen)\n### Top voted kernels \n1. https://www.kaggle.com/code/yasufuminakama/seti-nfnet-l0-starter-training \n2. https://www.kaggle.com/code/usharengaraju/seti-eda-baseline-tensorflow-and-tpu\n3. https://www.kaggle.com/code/ihelon/signal-search-exploratory-data-analysis\n4. https://www.kaggle.com/code/awsaf49/seti-bl-channelwise-alignment-tf-tpu\n5. https://www.kaggle.com/code/tanlikesmath/seti-et-signal-detection-a-simple-cnn-starter\n\n### Top solutions \n1. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266385 -- rank 1\n2. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266397 -- rank 2\n3. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266403 -- rank 3\n4. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266396 -- rank 4\n5. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266394 -- rank 5\n\nI shall update the post with more pertinent references and materials shortly.\n\nAll the best and happy learning!\n", "votes": 18 }, { "id": 3025066, "postDate": "2024-10-22T10:54:52.700Z", "content": "thank @ravi20076 for providing these useful resources
", "rawMarkdown": "thank @ravi20076 for providing these useful resources", "votes": 1 } ], "comments": [ { "id": 3025066, "author_name": "work work", "author_url": "", "post_date": "2024-10-22T10:54:52.700000", "content": "thank @ravi20076 for providing these useful resources
", "votes": 1, "replies": [] } ], "raw_markdown_by_id": { "2943658": "Hello all,\n\nHope my post finds you well. I hope the below curated reference materials prove to be helpful for you to onboard well. Some of the topics discussed in these assignments may be different from the concurrent assignment, but one may consider borrowing ideas from these challenges for onboarding here as well.\n\nAll the best for the competition!\n\n# Similar Kaggle competitions \n## [G2Net Gravitational Wave Detection](https://www.kaggle.com/competitions/g2net-gravitational-wave-detection)\n### Top voted kernels \n1. https://www.kaggle.com/code/ihelon/g2net-eda-and-modeling\n2. https://www.kaggle.com/code/yasufuminakama/g2net-efficientnet-b7-baseline-training\n3. https://www.kaggle.com/code/headsortails/when-stars-collide-g2net-eda\n4. https://www.kaggle.com/code/allunia/signal-where-are-you\n5. https://www.kaggle.com/code/andradaolteanu/g2net-searching-the-sky-pytorch-effnet-w-meta\n\n### Top solutions \n1. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275476 -- rank 1\n2. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275341 -- rank 2\n3. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275617 -- rank 3\n4. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275331 -- rank 4\n5. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275334 -- rank 5\n6. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275343 -- rank 6\n7. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275349 -- rank 7\n8. https://www.kaggle.com/competitions/g2net-gravitational-wave-detection/discussion/275335 -- rank 8\n\n## [G2Net Detecting Continuous Gravitational Waves](https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves)\n### Top voted kernels \n1. https://www.kaggle.com/code/junkoda/basic-spectrogram-image-classification \n2. https://www.kaggle.com/code/edwardcrookenden/g2net-getting-started-eda\n3. https://www.kaggle.com/code/vslaykovsky/g2net-pytorch-generated-realistic-noise\n4. https://www.kaggle.com/code/laeyoung/g2net-large-kernel-inference\n5. https://www.kaggle.com/code/tanreinama/eliminate-noise-using-signal-similarity\n\n### Top solutions \n1. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/375910 -- rank 1\n2. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376504 -- rank 2\n3. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376233 -- rank 3\n4. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376357 -- rank 4\n5. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376022 -- rank 5\n6. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/375923 -- rank 6\n7. https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/discussion/376253 -- rank 8\n\n## [IceCube - Neutrinos in Deep Ice](https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice)\n### Top voted kernels \n1. https://www.kaggle.com/code/dschettler8845/ndi-let-s-learn-together-eli5-and-eda\n2. https://www.kaggle.com/code/rasmusrse/graphnet-baseline-submission\n3. https://www.kaggle.com/code/roberthatch/lb-1-183-lightning-fast-baseline-with-polars\n4. https://www.kaggle.com/code/rsmits/tensorflow-lstm-model-inference\n5. https://www.kaggle.com/code/shlomoron/icecube-eda-pca-baseline-cv-1-23-lb-1-218\n6. https://www.kaggle.com/code/mvvppp/icecube-neutrinos-domain-eda-for-ds-folks\n7. https://www.kaggle.com/code/seungmoklee/3-lstms-with-data-picking-and-shifting\n\n### Top solutions \n1. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/402976 -- rank 1\n2. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/402882 -- rank 2\n3. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/402888 -- rank 3\n4. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/403398 -- rank 5\n5. https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/403153 -- rank 6\n\n## [SETI Breakthrough Listen - E.T. Signal Search](https://www.kaggle.com/competitions/seti-breakthrough-listen)\n### Top voted kernels \n1. https://www.kaggle.com/code/yasufuminakama/seti-nfnet-l0-starter-training \n2. https://www.kaggle.com/code/usharengaraju/seti-eda-baseline-tensorflow-and-tpu\n3. https://www.kaggle.com/code/ihelon/signal-search-exploratory-data-analysis\n4. https://www.kaggle.com/code/awsaf49/seti-bl-channelwise-alignment-tf-tpu\n5. https://www.kaggle.com/code/tanlikesmath/seti-et-signal-detection-a-simple-cnn-starter\n\n### Top solutions \n1. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266385 -- rank 1\n2. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266397 -- rank 2\n3. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266403 -- rank 3\n4. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266396 -- rank 4\n5. https://www.kaggle.com/competitions/seti-breakthrough-listen/discussion/266394 -- rank 5\n\nI shall update the post with more pertinent references and materials shortly.\n\nAll the best and happy learning!\n", "3025066": "thank @ravi20076 for providing these useful resources" } }