Paper Summary: DTATG: An Automatic Title Generator Based on Dependency Trees
30 May 2019 Summary of the 2017 article "DTATG: An Automatic Title Generator Based on Dependency Trees" by Shao and Wang.
paper-summary machine-learning-engineering distributed-computing
Paper Summary: Scaling Distributed Machine Learning with the Parameter Server
25 May 2019 Summary of the 2014 article "Scaling Distributed Machine Learning with the Parameter Server" by Li et al.
Pandas Dataframe Examples: Create and Append data
25 Mar 2019 Examples on how to create dataframes, using lists, dicts and creating empty dataframes then initializing it with data.
Read More ›Matplotlib Examples: Displaying and Configuring Legends
23 Mar 2019 Multiple examples on how to display and customize legends on matplotlib plots.
Read More ›The Calibration-Accuracy Plot: Introduction and Examples
17 Mar 2019 Model scores don't always tell the whole story. It is much easier to interpret the outputs of machine learning models when the scores are well-calibrated probabilities. When a model's scores match probabilities, it is said that that model is well-calibrated.
Read More ›Pandas Time Series Examples: DatetimeIndex, PeriodIndex and TimedeltaIndex
10 Mar 2019 How and when to use special pandas Indexes such as DatetimeIndex, PeriodIndex and TimedeltaIndex. These will help you deal with and perform simple operations on time-series data.
Read More ›Pandas Concepts: Reference and Examples
10 Mar 2019 Short explanations with examples on the main concepts you'll find when using the Pandas library.
Read More ›machine-learning model-evaluation
Evaluation Metrics for Ranking problems: Introduction and Examples
24 Jan 2019 Explanation and examples on how to calculate the performance of ranked predictions for machine learning.
paper-summary multi-label-learning structured-learning
Paper Summary: Large Margin Methods for Structured and Interdependent Output Variables
24 Jan 2019 Summary of the 2005 article "Large Margin Methods for Structured and Interdependent Output Variables" by Tsochantaridis et al.