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Python Programming Learning Circle
Python Programming Learning Circle
May 23, 2025 · Artificial Intelligence

Useful Python Libraries for Data Science (Beyond pandas and NumPy)

This article introduces a curated list of lesser‑known Python packages for data‑science tasks—including Wget, Pendulum, imbalanced‑learn, FlashText, fuzzywuzzy, PyFlux, Ipyvolume, Dash, and Gym—providing installation commands, brief usage examples, and explanations of when each library is useful.

Librariesdata sciencemachine-learning
0 likes · 10 min read
Useful Python Libraries for Data Science (Beyond pandas and NumPy)
Python Programming Learning Circle
Python Programming Learning Circle
Apr 28, 2025 · Fundamentals

Top 11 GitHub Repositories for Learning Python

This article presents a curated list of eleven high‑quality GitHub repositories, ranging from algorithm collections and comprehensive Python libraries to project‑based learning resources, each described with its purpose, popularity metrics, and direct links, to help programmers at any skill level advance their Python expertise.

AlgorithmsGitHubLearning Resources
0 likes · 10 min read
Top 11 GitHub Repositories for Learning Python
Python Programming Learning Circle
Python Programming Learning Circle
Sep 12, 2024 · Artificial Intelligence

Curated List of Python Libraries for Data Visualization, Machine Learning, and Development

This article compiles a comprehensive, subjectively curated collection of Python libraries for data visualization, machine learning, deep learning, AutoML, model interpretability, resource monitoring, and debugging, providing brief descriptions and links to each tool for developers and researchers.

AutoMLData VisualizationLibraries
0 likes · 9 min read
Curated List of Python Libraries for Data Visualization, Machine Learning, and Development
Python Programming Learning Circle
Python Programming Learning Circle
Jun 28, 2024 · Artificial Intelligence

Python 'communities' Library: Implementing Louvain, Girvan‑Newman, Hierarchical, Spectral, and Bron‑Kerbosch Community Detection Algorithms

This article introduces the open‑source Python library communities, which provides implementations of several community‑detection algorithms—including Louvain, Girvan‑Newman, hierarchical clustering, spectral clustering, and Bron‑Kerbosch—along with installation instructions, usage examples, and visualization tools for network analysis.

community-detectiongraph algorithmsmachine-learning
0 likes · 6 min read
Python 'communities' Library: Implementing Louvain, Girvan‑Newman, Hierarchical, Spectral, and Bron‑Kerbosch Community Detection Algorithms
Python Programming Learning Circle
Python Programming Learning Circle
Oct 22, 2022 · Artificial Intelligence

Python Face Recognition with OpenCV and face_recognition Library

This tutorial demonstrates how to set up a Python environment, install required libraries, and implement a real‑time face recognition system using OpenCV and the face_recognition package, including code for encoding known faces, classifying unknown faces, and displaying results.

computer visionface recognitionmachine-learning
0 likes · 7 min read
Python Face Recognition with OpenCV and face_recognition Library
vivo Internet Technology
vivo Internet Technology
Aug 24, 2022 · Frontend Development

Applying Self-Attention Based Machine Learning Model to Design-to-Code Layout Prediction

Vivo’s frontend team built a self‑attention‑based machine‑learning model that predicts web‑page layout types (column, row, or absolute) from node dimensions and positions, solving parent‑child and sibling relationships for design‑to‑code conversion, achieving 99.4% accuracy using over 20 k labeled, crawled, and generated samples, while outlining further enhancements.

D2CFrontend DevelopmentSelf-Attention
0 likes · 11 min read
Applying Self-Attention Based Machine Learning Model to Design-to-Code Layout Prediction
Python Programming Learning Circle
Python Programming Learning Circle
Aug 15, 2022 · Artificial Intelligence

Top Python Libraries for Data Science, Machine Learning, and Data Visualization

This article curates a comprehensive list of popular Python libraries for data handling, mathematics, machine learning, automated machine learning, data visualization, and model interpretation, providing brief descriptions and GitHub statistics such as stars, contributions, and contributor counts.

Artificial IntelligenceBig DataData Visualization
0 likes · 12 min read
Top Python Libraries for Data Science, Machine Learning, and Data Visualization
Bitu Technology
Bitu Technology
Jun 14, 2022 · Backend Development

Why Tubi Chose Scala: A Backend Transformation Story

The article explains how Tubi, an ad‑supported streaming platform with tens of millions of users, migrated from a Node.js‑Spark‑Redis stack to a Scala‑based backend to achieve sub‑10‑millisecond recommendation latency, improve fault tolerance, and simplify domain modeling using Akka and functional programming.

AkkaBackendMicroservices
0 likes · 7 min read
Why Tubi Chose Scala: A Backend Transformation Story
DataFunTalk
DataFunTalk
Feb 17, 2022 · Cloud Native

ByteDance's Cloud‑Native Transformation of Its Machine Learning Platform

This article explains how ByteDance redesigned its machine‑learning platform using cloud‑native principles, detailing motivations, the shift from Yarn to Kubernetes, the implementation of PS‑Worker and AllReduce frameworks, unified operators, heterogeneous resource scheduling, elastic training, and future directions for large‑scale AI workloads.

Cloud NativeKubernetesResource Scheduling
0 likes · 15 min read
ByteDance's Cloud‑Native Transformation of Its Machine Learning Platform
Youzan Coder
Youzan Coder
Dec 22, 2021 · Big Data

3rd Youzan Big Data Technology Salon: Apache Kylin4, Data Governance, and AI Applications

The 3rd Youzan Big Data Technology Salon, held online for over 200 participants, showcased Apache Kylin 4’s performance boost, GeTui’s five‑step AI method, Kwai’s sustainable data‑governance system, and Youzan’s intelligent copy algorithms, highlighting data governance’s evolution into a core business priority and the shift toward intelligent discovery.

Apache KylinNLPOLAP
0 likes · 6 min read
3rd Youzan Big Data Technology Salon: Apache Kylin4, Data Governance, and AI Applications
Python Programming Learning Circle
Python Programming Learning Circle
Jun 24, 2021 · Fundamentals

Is Python Losing Its Charm? An Analysis of Its Strengths, Weaknesses, and Future

The article examines why Python has remained popular due to its readability, extensive libraries, and ease of use, while also highlighting its performance limitations, GIL, memory usage, weak mobile support, and competition from emerging languages, concluding that Python remains a valuable but not universally optimal tool.

Performancedata sciencelanguage comparison
0 likes · 5 min read
Is Python Losing Its Charm? An Analysis of Its Strengths, Weaknesses, and Future
Python Programming Learning Circle
Python Programming Learning Circle
May 27, 2021 · Fundamentals

An Introduction to NumPy: Array Operations, Matrix Manipulation, and Practical Applications

This article introduces NumPy, the essential Python library for array and matrix operations, covering creation, arithmetic, slicing, aggregation, reshaping, and real‑world examples such as machine‑learning data preparation, image handling, audio processing, and text tokenization.

NumPyarraydata science
0 likes · 9 min read
An Introduction to NumPy: Array Operations, Matrix Manipulation, and Practical Applications