This project was created as a means to learn Reinforcement Learning (RL) independently in a Python notebook. Applying RL without the need of a complex, virtual environment to interact with.Continue reading
Making Programming Easier with Keyboard Macros — Video
A recent video from Linus Tech Tips introduced how one of their editors uses macros for video editing. This got me thinking; can macros be easily created to improve myContinue reading
Learning NLP Language Models with Real Data
Language Models (LMs) estimate the relative likelihood of different phrases and are useful in many different Natural Language Processing applications (NLP). For example, they have been used in Twitter BotsContinue reading
3 Tips to Improving Your Data Science Workflow
These simple tips, devised from my own learning experiences, should help you improve your data science work, project management and the output when sharing with others. 1. Notebooks and Markdown NotebooksContinue reading
RL from Scratch Part 1.3: Finding the Optimal Policy 2
RL from scratch v1.3 Reinforcement Learning from Scratch Part 1: Finding the Optimal Policy of an Environment Fully Defined within a Python Notebook¶ Solving an Example Task of Throwing PaperContinue reading
RL from Scratch Part 1.2: Finding the Optimal Policy 1
RL from scratch v1.2 Reinforcement Learning from Scratch Part 1: Finding the Optimal Policy of an Environment Fully Defined within a Python Notebook¶ Solving an Example Task of Throwing PaperContinue reading
RL from Scratch Part 1.1: Defining the Environment
RL from scratch v1.1 Reinforcement Learning from Scratch Part 1: Finding the Optimal Policy of an Environment Fully Defined within a Python Notebook¶ Solving an Example Task of Throwing PaperContinue reading
Building a Back to Uni/School Budget Computer for the First Time
Building a computer from scratch has long an ambition of mine but I was apprehensive due to my lack of knowledge when it comes to computer hardware. Instead, I haveContinue reading
LoL AI Model Part 3: Final Output
LoLModel_Part3 AI in Video Games: Improving Decision Making in League of Legends using Real Match Statistics and Personal Preferences¶ Part 3: Introducing Personal Preferences and Concept of Final Output¶ MotivationsContinue reading
A simple Method for Tracking Code Progress in Python Notebooks
For a while now, I have often felt left in the dark when it comes to the progress of my code cells in notebooks. Therefore I wanted to find aContinue reading