EOLink 0.2.0: BrightLink project

If you like this content consider tipping in ETH, LINK or an ERC20 stablecoin at this address: 0xf9f6849230cBe10200B43dB103511b778898e71C As explained in my post here, with Ethereum's merge on the horizon it is time to explore its potential for environmental applications. BrightLink is a proof-of-concept system that incentivizes hypothetical communities to "brighten" their local environment as … Continue reading EOLink 0.2.0: BrightLink project

Python: x-array Q&A’s

During the pandemic I ran an online x-array training session for a major commodities broker that wanted to explore this incredibly useful Python package for processing big weather data. After making a presentation and a hands-on demonstration, I ran a Q&A for the audience of software engineers who were already familiar with Pandas. Here is … Continue reading Python: x-array Q&A’s

Python: Pandas

Python Data Analysis Library There is a Jupyter Notebook accompanying this post HERE! In a previous session we explored NumPy in detail, learning about array structures and vectorisation. While NumPy is extremely powerful, it has some limitations. For example, data is organised into rows and columns (often in more than 2 dimensions) without labels other … Continue reading Python: Pandas

Python: NumPy

There is a Jupyter Notebook accompanying this post HERE. NumPy is a Python package built around the concept of ndarrays (n-dimensional arrays) along with a suite of efficient functions for applying operations over those arrays. Many of the other important packages for data scientists are built on top of NumPy (e.g. Pandas, scikit-learn). In the … Continue reading Python: NumPy

Python: Arrays

Run and experiment with the code in this tutorial using the Jupyter Notebook Intro Abstraction is one of the fundamental concepts in object-oriented programming. It enables a user to implement an idea without having to grapple with its implementation, or put another way it allows access to a high level concept while hiding away lower-level … Continue reading Python: Arrays