Interesting things!

  • Call for paper: IEEE Transactions on Neural Networks and Learning Systems Special Issue on Robust Learning of Spatio-Temporal Point Processes: Modeling, Algorithm, and Applications.

  • Online tools: [colab - Google] [overleaf.com]

  • Time Series - Awesome platform for finding state-of-the-art models. [link]

  • GAN lab - Play with Generative Adversarial Networks (GANs) in your browser! [link]

  • Prophet (Forecasting at scale) - Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. [facebook] [Guide example] [Analysis example]

  • fancyimpute - Multivariate imputation and matrix completion algorithms implemented in Python. [GitHub]

  • MIDAS - Multiple imputation utilising denoising autoencoder for approximate Bayesian inference. [news] [GitHub]

  • RIDDLE - Race and ethnicity Imputation from Disease history with Deep LEarning. [GitHub] [Homepage]

  • Impyute - Impyute is a library of missing data imputation algorithms written in Python 3. [PyPI] [GitHub] [Documentation]

  • missingpy - This is a library for missing data imputation in Python. [PyPI] [GitHub]

  • missingno - Missing data visualization module for Python. [GitHub]

  • Open challenge: Flight delays prediction! [Kaggle] [blog post]

  • 2015 Flight Delays and Cancellations: Which airline should you fly on to avoid significant delays? [Kaggle]

  • Santander Customer Transaction Prediction: Can you identify who will make a transaction? [Kaggle]

Awesome videos

  • Transportation:
    • The Simple Solution to Traffic. [link] [2019-01-23]
    • How to Fix Traffic Forever. [link] [2019-01-23]
  • The beauty of nature:
    • The Tallest Trees on Earth - 4K Nature Documentary Film - Redwood National and State Parks. [link] [2019-01-23]
  • Wendover productions:
    • Space: The Next Trillion Dollar Industry. [link] [2019-01-23]
    • Why Cities Exist? [link] [2019-01-23]
    • What’s Actually the Plane of the Future? [link] [2019-01-23]
    • Why Planes Don’t Fly Faster? [link] [2019-01-23]
    • Cities at Sea: How Aircraft Carriers Work? [link] [2019-01-23]