Topic Modeling with LeetTopic - Transformer Topic Modeling and Bokeh App Generation
Learn to implement transformer-based topic modeling using LeetTopic and create interactive Bokeh visualizations for text analysis in Python.
Coreference Resolution with spaCy and spaCy-Experimental
Master coreference resolution in Python using spaCy-Experimental - implement advanced natural language processing techniques to track and link entity mentions across text.
Named Tuples in Python - Data Structures for Digital Humanities
Discover how Named Tuples in Python enhance data organization by combining tuple efficiency with dictionary-like attribute access for clearer, more maintainable code structures.
Named Entity Recognition Tools in spaCy - A Comparison Guide
Master the differences between spaCy's entity recognition tools and learn when to effectively implement NER, EntityRuler, SpanCat, and SpanRuler for optimal text processing results.
SpanCat with spaCy on Real Data - Cultivating Data for Annotation - Part 1
Learn how to implement SpanCat in spaCy for real-world data annotation, focusing on project setup and effective data cultivation techniques for natural language processing.
How to Prepare Annotations in Prodigy for Training SpaCy SpanCat Models - Part 2
Master the process of preparing and using Prodigy annotations to train SpanCat models in spaCy, focusing on data preparation, annotation techniques, and model training workflows.
Creating and Publishing Python Packages to PyPI with Twine - 5 Easy Steps
Master the process of creating and publishing Python packages to PyPI through a step-by-step guide covering setup files, documentation, packaging with setuptools, and uploading with Twine.
Transcribing Audio and Video Using Python and Whisper-MLX ASR
Learn to implement audio and video transcription using Python and Whisper-MLX ASR, featuring step-by-step guidance on installation, setup, and execution of the transcription process.
Synthetic Data Generation and Applications in Python
Discover how to generate synthetic data for machine learning and data analysis projects, with practical Python examples and implementation strategies.
Building Network Analysis Applications with Streamlit and st-link-analysis - Python Tutorial
Learn to create interactive network analysis applications using Streamlit and st-link-analysis, featuring customizable visualizations, real-time interaction, and efficient data handling capabilities.
A Framework for Simulating Cyclists in SUMO - Modeling Mixed Traffic Behavior
Explore a novel framework for modeling cyclist behavior in traffic simulations, combining vehicle-based and pedestrian-based approaches to capture cyclists' unique movement patterns and interactions.
Simulation-Based Rescue Response Impact Assessment with rescuePY
Discover how rescuePY simulation suite enables comprehensive analysis of emergency response systems in evolving urban environments, focusing on rescue service performance and evacuation modeling capabilities.
SQL 엔진을 더욱 강력하게 - 비정형 데이터 분석 정상에 서다
Discover how SK Hynix transforms unstructured semiconductor equipment data into structured formats using TrinoPy+, an enhanced SQL solution that enables seamless data preprocessing, analysis, and loading with single SQL queries.
All-in-One Analysis System for Semiconductor Structure Visualization
Discover how SK Hynix combines Vision AI and machine learning to create an innovative all-in-one analysis system for semiconductor structure visualization and quality control, enhancing production efficiency.
Smart Approach in Development and Deployment Process for ML Models
Discover efficient strategies for ML model development, focusing on smart data mart creation, preprocessing techniques, and streamlined deployment processes using Python/PySpark.
Generate AI Images in Real-Time Using Flux and FastAPI - Type, Speak, and See Instant Results
Create an interactive AI image generation app with real-time results using FastAPI, OpenAI, and Together API. Implement typing and speech input for a hands-free experience.
Concrete Type Inference for Code Optimization using Machine Learning with SMT Solving
Explore innovative concrete type inference for dynamically typed languages, combining machine learning and SMT solving to enable code optimization without manual type annotations, significantly boosting performance.
Generating Java Interfaces for Accessing Foreign Objects in GraalVM - Work in Progress
Explore a tool for automating Java interface generation to access foreign language objects in GraalVM, improving code clarity and reducing errors in language interoperability.
Towards Secure MicroPython on Morello - Work in Progress
Explore porting MicroPython to Arm Morello, examining hardware capabilities' impact on embedded runtime security and outlining potential improvements for MicroPython's security.
Decidable Subtyping of Existential Types for Julia
Explore Julia's subtyping challenges and a proposed solution for decidability in scientific computing, focusing on method dispatch and type annotations for generic libraries.
Specializing Dynamic Language C Extensions Using Type Information
Explore a technique for optimizing C extension functions in dynamic language interpreters using typed methods, reducing call and return overhead for improved performance.