datasketch - Probabilistic data structures for large data (MinHash, HyperLogLog). flair - NLP Framework by Zalando. stanza - NLP Library. Chatistics - Turn Messenger, Hangouts, WhatsApp and Telegram chat logs into DataFrames. textdistance - Collection for comparing distances between two or more ...
reading FCS into efficient disk-backed and memory-backed data structures representation of gated cytometry data. core library backing the R packages flowCore, flowWorkspace, CytoML, and others that provide a high level R language interface.
This method, which is employed in HCM2010, relies on manual measures of stopped vehicles, slow-moving vehicles, and vehicles passing through the intersection at small time intervals; it uses stop delay and adjustment factors to estimate the control delay. This method is very labor intensive, and...
To learn more about GitLab’s investment areas, please visit the Product Investments section of the GitLab Handbook.Aligning Use CasesThis section aligns cross-functional teams and organizational structures across Product, Engineering, UX, and technical writing teams. This streamlines the management ...
To validate the ANN analyses, trials with varying structures are run and the options with the greatest correlation and lowest associated error are selected [Root Mean Square Error (RMSE) and Mean Absolute Percentage Error (MAPE)]. Initial trials were run to identify optimal training and testing ...
You must create a clinical data model for each external data source—Oracle Health Sciences InForm or lab—in each study. You copy or create additional models with data structures better suited to reviewing, analyzing, or reporting data—for example, your company's internal standard or CDISC ...
The qualitative analysis showed that SUPPORT was able to enhance the signal of volumetric structural imaging data, revealing the structures that were hidden by the noise (Extended Data Fig. 2a,b,e,f, Supplementary Fig. 50 and Supplementary Video 6). The fine structure of Penicillium was ...
The original, unprocessed files as they were provided by the data owners (thus possibly in different formats, various structures, with possible mistakes, without metadata, etc.), are available by request to the corresponding author, AJ. We would also encourage any potential data contributors to ...
The life-science community faces a major challenge in handling “big data”, highlighting the need for high quality infrastructures capable of sharing and publishing research data. Data preservation, analysis, and publication are the three pillars in the
"Lightweight" in this context refers to approaches that range from simply providing an image for a technical manual, to solutions that deliver much of the original data, except for the details of how the part or assembly was constructed. At one end of the spectrum is Adobe System's PDF (...