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.Jun 22, 20232Jun 22, 20232
Justin ChaeinMac O’ClockQuick Tips on Configuring Mac Mini M1My checklist for restoring the Mac Mini M1 from scratchMay 23, 2021May 23, 2021
Justin ChaeinMac O’ClockDeep Learning on M1 Mac MiniA review of Apple Silicon performance while coding neural networks with PyTorchApr 19, 20212Apr 19, 20212
Justin ChaeIntroducing the pd-helper Package for Pandas DataFramesA Python package to run auto optimization of a Pandas DataFrame.Apr 8, 2021Apr 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.Mar 5, 20211Mar 5, 20211
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…Feb 28, 2021Feb 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.Jan 19, 2021Jan 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.Jan 13, 20211Jan 13, 20211
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.Jan 12, 20212Jan 12, 20212
Justin ChaeinTowards Data ScienceOptimize Streamlit DeploymentPitfalls to avoid when deploying a data app from Python with Streamlit.Jan 8, 20211Jan 8, 20211
