Justin ChaeinGeoAIGeoAI in 3D with PyTorch3DIntroducing a PyTorch3D fork to support workflows on 3D meshes with multiple texture and with vertices in real-world coordinates.9 min read·Jun 22, 2023--1--1
Justin ChaeinMac O’ClockQuick Tips on Configuring Mac Mini M1My checklist for restoring the Mac Mini M1 from scratch·7 min read·May 23, 2021----
Justin ChaeinMac O’ClockDeep Learning on M1 Mac MiniA review of Apple Silicon performance while coding neural networks with PyTorch·7 min read·Apr 19, 2021--2--2
Justin ChaeIntroducing the pd-helper Package for Pandas DataFramesA Python package to run auto optimization of a Pandas DataFrame.·2 min read·Apr 8, 2021----
Justin ChaeinPython in Plain EnglishHow to Design Python Functions with MultiprocessingStop waiting around for loops to end — speed up iterations by running tasks in parallel with multiprocessing.·10 min read·Mar 5, 2021--1--1
Justin ChaeinTowards Data ScienceHow to Boost Forecasting With MultiprocessingWhen and how to boost time series forecasting with ARIMA, Facebook Prophet, and PyTorch LSTM neural networks by pooling CPUs and computing…·10 min read·Feb 28, 2021----
Justin ChaeinTowards Data ScienceAn App to Optimize a Pandas DataFrame With StreamlitReduce Pandas DataFrame memory by 50% or more with this code and app.·6 min read·Jan 19, 2021----
Justin ChaeinTowards Data ScienceWhen To Use the Nullable NaNThe bool on when NA is not False, False is False, and NA is not Null.·5 min read·Jan 13, 2021--1--1
Justin ChaeinTowards Data ScienceTime Series and Logistic Regression with Plotly and PandasHow to visualize area plots and trends lines over grouped time periods with interactive Plotly graph objects.·9 min read·Jan 12, 2021--2--2
Justin ChaeinTowards Data ScienceOptimize Streamlit DeploymentPitfalls to avoid when deploying a data app from Python with Streamlit.·9 min read·Jan 8, 2021--1--1