Anderson Banihirwe

tvm-in-action. TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together

self-driving-car-nd. Udacity's Self-Driving Car Nanodegree project files and notes.

keras-yolo. Keras implementation of YOLO (You Only Look Once) : Unified, Real-Time Object Detection

xarray-tutorial. Jupyter Notebook

keras-faster-rcnn. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

spark-xarray. This is an experimental project that seeks to integrate PySpark and xarray for Climate Data Analysis.

reinforcement-learning-an-introduction. Implementation of Reinforcement Learning Algorithms: Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book & David Silver's course.

artificial-intelligence. Implementation of Artificial Intelligence Algorithms: code base, notes, exercises and solutions to accompany Russell And Norvig's "Artificial Intelligence - A Modern Approach" and CPSC 4383/5383 Course.

dask-notebooks. Dask tutorials for Big Data Analysis and Machine Learning as Jupyter notebooks

dash-docsets. My Dash (https://kapeli.com/dash) docsets. Live on the bleeding edge. Let the buyer beware ⚠️;)

probabilistic-programming-and-bayesian-with-PyMC3. Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. Davidson's Bayesian Methods for Hackers

algorithms. Data Structures and Algorithms implementations

beyond-matplotlib-tutorial-sea-2018. Tutorial on building interactive data visualizations with Holoviews, Geoviews, and Bokeh for 2018 NCAR SEA Conference

template.

embedded-systems-programming. C

gh-action-py-liccheck. A GitHub Action to check license of Python packages and their dependencies.

intake-tutorial. Intake Tutorial

intake-pangeo-catalog-EarthCube-2020. Notebook submission for the 2020 EarthCube Annual Meeting

kaggle-notebooks. Notebooks for various kaggle datasets + competitions

visage. This is an interactive application that performs face tracking and image manipulations on camera input in real time.

xESMF. Universal Regridder for Geospatial Data

cuda-programming. GPU programming resources and examples

GCP. My notes on GPC how to use various Google Cloud Platform services

panelify. Python library that makes it easy to create dashboards via the Panel and Pandas Python libraries.