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A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
A game theoretic approach to explain the output of any machine learning model.
davified / clean-code-ml
Forked from zedr/clean-code-pythonπ Clean Code concepts adapted for machine learning and data science. Now a free video series π https://bit.ly/2yGDyqT
GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data
Get started creating your own Dash components here.
NYC Citi Bike system data and analysis
π Find your fasttext hyperparameters quickly and easily.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
TensorFlow 101: Introduction to Deep Learning
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
JupyterLab computational environment.
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks