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Jupyter Notebook extensions to enhance your efficiency

Jupyter Notebook is a great tool that allows you to integrate live code, equations, visualizations and narrative text into a document. It is used extensively...

Bias-variance Tradeoff in Reinforcement Learning

Bias-variance tradeoff is a familiar term to most people who learned machine learning. In the context of Machine Learning, bias and variance refers to the...

I learned DQNs with OpenAI competition

On April, OpenAI held a two-month-long competition called the Retro Contest where participants had to develop an agent that can achieve perform well on unseen...

Effective Data: Partition

To train a good model, you need lots of data. Luckily, over the last few decades, collecting data has become much easier. However, there is little value...