Pandas 3.0 brings unified string type and performance optimization

With the PyArrow library installed, pandas 3.0 interprets string columns automatically as the str data type instead of NumPy- ...
GitHub

Dense Optical Tracking: Connecting the Dots

DOT unifies point tracking and optical flow techniques: It tracks all pixels in a frame simultaneously. It retains the robustness to occlusions and the accuracy of point tracking techniques. It enjoys ...
GitHub

GeostatsPy Python Package: Open-source Spatial Data Analytics and Geostatistics

Pyrcz, M.J., Jo. H., Kupenko, A., Liu, W., Gigliotti, A.E., Salomaki, T., and Santos, J., 2021, GeostatsPy Python Package: Open-source Spatial Data Analytics and ...
IEEE

Methods and Benchmark for Detecting Cryptographic API Misuses in Python

Abstract: Extensive research has been conducted to explore cryptographic API misuse in Java. However, despite the tremendous popularity of the Python language, uncovering similar issues has not been ...
IEEE

Empowering Large Language Models to Set up Knowledge Retrieval Indexing Via Self-Learning

Abstract: Retrieval-augmented generation (RAG) provides an efficient solution for expanding the knowledge boundaries of large language models (LLMs), where the indexing serves as a compass to guide ...