[
  {
    "MSE (10^2, 50% missing)": 0.285,
    "code_links": [
      {
        "title": "YuliaRubanova/latent_ode",
        "url": "https://github.com/YuliaRubanova/latent_ode"
      },
      {
        "title": "MeetGandhi/Reconstruction-of-Trajectory-recorded-with-Missing-Markers",
        "url": "https://github.com/MeetGandhi/Reconstruction-of-Trajectory-recorded-with-Missing-Markers"
      },
      {
        "title": "Ldhlwh/Latent-ODE",
        "url": "https://github.com/Ldhlwh/Latent-ODE"
      }
    ],
    "date": "2019-07-08",
    "date2": 20190708,
    "model": "Latent ODE (ODE enc)",
    "paper": {
      "title": "Latent ODEs for Irregularly-Sampled Time Series",
      "url": "https://cknow.io/lib/d8c58d8e49558374"
    },
    "paper_data_uoa": "d8c58d8e49558374"
  },
  {
    "MSE (10^2, 50% missing)": 0.447,
    "code_links": [
      {
        "title": "rtqichen/torchdiffeq",
        "url": "https://github.com/rtqichen/torchdiffeq"
      },
      {
        "title": "JSeam2/Neural-Ordinary-Differential-Equations",
        "url": "https://github.com/JSeam2/Neural-Ordinary-Differential-Equations"
      },
      {
        "title": "MilesCranmer/lagrangian_nns",
        "url": "https://github.com/MilesCranmer/lagrangian_nns"
      },
      {
        "title": "titu1994/tfdiffeq",
        "url": "https://github.com/titu1994/tfdiffeq"
      },
      {
        "title": "mandubian/neural-ode",
        "url": "https://github.com/mandubian/neural-ode"
      },
      {
        "title": "amirgholami/anode",
        "url": "https://github.com/amirgholami/anode"
      },
      {
        "title": "kakao/DAFT",
        "url": "https://github.com/kakao/DAFT"
      },
      {
        "title": "000Justin000/torchdiffeq",
        "url": "https://github.com/000Justin000/torchdiffeq"
      },
      {
        "title": "DrChainsaw/neuralODE4j",
        "url": "https://github.com/DrChainsaw/neuralODE4j"
      },
      {
        "title": "ipeter50/graph_ode",
        "url": "https://github.com/ipeter50/graph_ode"
      },
      {
        "title": "alexandrejash/Chivvo",
        "url": "https://github.com/alexandrejash/Chivvo"
      },
      {
        "title": "geoffsmith/gan-ode",
        "url": "https://github.com/geoffsmith/gan-ode"
      },
      {
        "title": "JeremyLinux/Neural-ODEs-for-View-Interpolation",
        "url": "https://github.com/JeremyLinux/Neural-ODEs-for-View-Interpolation"
      },
      {
        "title": "teopb/ode-net-examples",
        "url": "https://github.com/teopb/ode-net-examples"
      },
      {
        "title": "narock/machine_learning",
        "url": "https://github.com/narock/machine_learning"
      },
      {
        "title": "ZainRaza14/Neural-ODE",
        "url": "https://github.com/ZainRaza14/Neural-ODE"
      },
      {
        "title": "mandubian/pytorch-neural-ode",
        "url": "https://github.com/mandubian/pytorch-neural-ode"
      },
      {
        "title": "tanishqjasoria/neuralODEs",
        "url": "https://github.com/tanishqjasoria/neuralODEs"
      },
      {
        "title": "johnhw/simple_neural_ode",
        "url": "https://github.com/johnhw/simple_neural_ode"
      },
      {
        "title": "yuerongz97/ode_lstm",
        "url": "https://github.com/yuerongz97/ode_lstm"
      },
      {
        "title": "StuartHadfield/neural-odes",
        "url": "https://github.com/StuartHadfield/neural-odes"
      },
      {
        "title": "yuerongz97/ode-lstm",
        "url": "https://github.com/yuerongz97/ode-lstm"
      },
      {
        "title": "kfallah/NODE-Denoiser",
        "url": "https://github.com/kfallah/NODE-Denoiser"
      },
      {
        "title": "PranavMahajan25/Neural-ODE",
        "url": "https://github.com/PranavMahajan25/Neural-ODE"
      },
      {
        "title": "copperwire/neural_ode",
        "url": "https://github.com/copperwire/neural_ode"
      },
      {
        "title": "esghif/torchdiffeq",
        "url": "https://github.com/esghif/torchdiffeq"
      },
      {
        "title": "lye0618/torchdiffeq",
        "url": "https://github.com/lye0618/torchdiffeq"
      }
    ],
    "date": "2018-06-19",
    "date2": 20180619,
    "model": "Latent ODE (RNN enc.)",
    "paper": {
      "title": "Neural Ordinary Differential Equations",
      "url": "https://cknow.io/lib/1f9c02fca389cc38"
    },
    "paper_data_uoa": "1f9c02fca389cc38"
  },
  {
    "MSE (10^2, 50% missing)": 0.665,
    "code_links": [
      {
        "title": "YuliaRubanova/latent_ode",
        "url": "https://github.com/YuliaRubanova/latent_ode"
      },
      {
        "title": "MeetGandhi/Reconstruction-of-Trajectory-recorded-with-Missing-Markers",
        "url": "https://github.com/MeetGandhi/Reconstruction-of-Trajectory-recorded-with-Missing-Markers"
      },
      {
        "title": "Ldhlwh/Latent-ODE",
        "url": "https://github.com/Ldhlwh/Latent-ODE"
      }
    ],
    "date": "2019-07-08",
    "date2": 20190708,
    "model": "ODE-RNN",
    "paper": {
      "title": "Latent ODEs for Irregularly-Sampled Time Series",
      "url": "https://cknow.io/lib/d8c58d8e49558374"
    },
    "paper_data_uoa": "d8c58d8e49558374"
  },
  {
    "MSE (10^2, 50% missing)": 0.748,
    "code_links": [
      {
        "title": "Han-JD/GRU-D",
        "url": "https://github.com/Han-JD/GRU-D"
      },
      {
        "title": "PeterChe1990/GRU-D",
        "url": "https://github.com/PeterChe1990/GRU-D"
      },
      {
        "title": "fteufel/PyTorch-GRU-D",
        "url": "https://github.com/fteufel/PyTorch-GRU-D"
      },
      {
        "title": "Tmehamli/PFE-IA",
        "url": "https://github.com/Tmehamli/PFE-IA"
      }
    ],
    "date": "2016-06-06",
    "date2": 20160606,
    "model": "RNN GRU-D",
    "paper": {
      "title": "Recurrent Neural Networks for Multivariate Time Series with Missing Values",
      "url": "https://cknow.io/lib/a384d97abd580775"
    },
    "paper_data_uoa": "a384d97abd580775"
  },
  {
    "MSE (10^2, 50% missing)": 6.1,
    "code_links": [
      {
        "title": "rtqichen/torchdiffeq",
        "url": "https://github.com/rtqichen/torchdiffeq"
      },
      {
        "title": "JSeam2/Neural-Ordinary-Differential-Equations",
        "url": "https://github.com/JSeam2/Neural-Ordinary-Differential-Equations"
      },
      {
        "title": "MilesCranmer/lagrangian_nns",
        "url": "https://github.com/MilesCranmer/lagrangian_nns"
      },
      {
        "title": "titu1994/tfdiffeq",
        "url": "https://github.com/titu1994/tfdiffeq"
      },
      {
        "title": "mandubian/neural-ode",
        "url": "https://github.com/mandubian/neural-ode"
      },
      {
        "title": "amirgholami/anode",
        "url": "https://github.com/amirgholami/anode"
      },
      {
        "title": "kakao/DAFT",
        "url": "https://github.com/kakao/DAFT"
      },
      {
        "title": "000Justin000/torchdiffeq",
        "url": "https://github.com/000Justin000/torchdiffeq"
      },
      {
        "title": "DrChainsaw/neuralODE4j",
        "url": "https://github.com/DrChainsaw/neuralODE4j"
      },
      {
        "title": "ipeter50/graph_ode",
        "url": "https://github.com/ipeter50/graph_ode"
      },
      {
        "title": "alexandrejash/Chivvo",
        "url": "https://github.com/alexandrejash/Chivvo"
      },
      {
        "title": "geoffsmith/gan-ode",
        "url": "https://github.com/geoffsmith/gan-ode"
      },
      {
        "title": "JeremyLinux/Neural-ODEs-for-View-Interpolation",
        "url": "https://github.com/JeremyLinux/Neural-ODEs-for-View-Interpolation"
      },
      {
        "title": "teopb/ode-net-examples",
        "url": "https://github.com/teopb/ode-net-examples"
      },
      {
        "title": "narock/machine_learning",
        "url": "https://github.com/narock/machine_learning"
      },
      {
        "title": "ZainRaza14/Neural-ODE",
        "url": "https://github.com/ZainRaza14/Neural-ODE"
      },
      {
        "title": "mandubian/pytorch-neural-ode",
        "url": "https://github.com/mandubian/pytorch-neural-ode"
      },
      {
        "title": "tanishqjasoria/neuralODEs",
        "url": "https://github.com/tanishqjasoria/neuralODEs"
      },
      {
        "title": "johnhw/simple_neural_ode",
        "url": "https://github.com/johnhw/simple_neural_ode"
      },
      {
        "title": "yuerongz97/ode_lstm",
        "url": "https://github.com/yuerongz97/ode_lstm"
      },
      {
        "title": "StuartHadfield/neural-odes",
        "url": "https://github.com/StuartHadfield/neural-odes"
      },
      {
        "title": "yuerongz97/ode-lstm",
        "url": "https://github.com/yuerongz97/ode-lstm"
      },
      {
        "title": "kfallah/NODE-Denoiser",
        "url": "https://github.com/kfallah/NODE-Denoiser"
      },
      {
        "title": "PranavMahajan25/Neural-ODE",
        "url": "https://github.com/PranavMahajan25/Neural-ODE"
      },
      {
        "title": "copperwire/neural_ode",
        "url": "https://github.com/copperwire/neural_ode"
      },
      {
        "title": "esghif/torchdiffeq",
        "url": "https://github.com/esghif/torchdiffeq"
      },
      {
        "title": "lye0618/torchdiffeq",
        "url": "https://github.com/lye0618/torchdiffeq"
      }
    ],
    "date": "2018-06-19",
    "date2": 20180619,
    "model": "RNN-VAE",
    "paper": {
      "title": "Neural Ordinary Differential Equations",
      "url": "https://cknow.io/lib/1f9c02fca389cc38"
    },
    "paper_data_uoa": "1f9c02fca389cc38"
  }
]