The content discusses various methods to identify synonyms in Python, including simple string matching, using the NLTK library, and spaCy. Each approach has its advantages and limitations, such as manual synonym lists or the need for external libraries. It also addresses cross-lingual synonym identification challenges, emphasizing the complexity involved.
Learning Norwegian felt like a challenge at first, but once I found a rhythm that worked for me, things started clicking fast. I combined reading books with Google Translate, watching English films with Norwegian subtitles,… Hacking the Norwegian Language: Learning Norwegian in a fast and furious manner.
Monitoring GPU usage within an SSH-accessed Slurm environment requires a combination of Slurm commands and GPU monitoring utilities, which are essential for optimizing performance and resource management. These tools not only help in tracking GPU… Effective GPU Monitoring in Slurm Environments
Polynomial regression is a form of regression analysis in which the relationship between the independent variable and the dependent variable is modeled as an nth degree polynomial. This approach allows for a more flexible fit… Enhancing Regression Models with Polynomial Features and L1 Lasso Regularization
🌼 Cúc vạn thọ Tôi biết là em ấy có khả năng nghiên cứu ngay từ lần đầu tiên gặp. Khi đó tôi giới thiệu tôi tên Cúc, và em ấy đã hỏi ngay:“Nhưng mà… Học trò khó đỡ: Ong nghiên cứu
Proof: Let’s define a general convex quadratic function: where , is a symmetric positive semi-definite matrix (to ensure convexity), , and . The gradient of this function is: Lipschitz Continuity A function is Lipschitz continuous… For a convex quadratic function (like the MSE loss in linear regression), the Lipschitz constant L of the gradient is equal to the largest eigenvalue of the Hessian.
Let and be normed vector spaces. A function is called Lipschitz continuous if there exists a real constant such that for all : Here: For a real-valued function of a real variable ( with the… Lipschitz Continuity In Machine Learning
Understanding the B1-B2 Writing Test The B1-B2 writing test is an essential component of assessing proficiency in the Norwegian language, specifically designed for individuals at the intermediate to upper-intermediate levels. This test measures the ability… Mastering the Norwegian Language B1-B2 Writing Test: Practical Tips and Information
Understanding the B2 Listening Test Format The B2 Listening Test, recognized as a crucial component of language proficiency assessments, is primarily designed to evaluate an individual’s listening comprehension skills. It encompasses various segments that assess… Norwegian B1-B2 Listening Test: Tips and Tricks
Introduction to the B2 Speaking Test Understanding the Test Format Warm-up: The test often starts with a brief, informal introduction where you might be asked to talk a little about yourself. This part is usually… Mastering the Norwegian B1-B2 Speaking Test: Essential Tips and Tricks
Setting things up for the first time may not be an easy task. If you are unlucky, you may encounter this error So, let’s set up AWS CLI to generate Session Token for the first… How to use AWS CLI to generate SESSION_TOKEN
Information about the test can be found on the official website of the organizer. I found it really helpful to read, and it was very helpful for me to read it again the day before… How to hack the Norwegian Reading B1-B2 level in 2025: a practical guide of question types for the reading test
Whoever Travels Far and WideRemember the March 10th anniversary with pride. The Hung Kings’ Anniversary The Hung Kings’ Anniversary, celebrated annually on the 10th day of the 3rd lunar month, is an occasion for Vietnamese… The Hùng Kings and the Hùng Kings’ Anniversary in Phu Tho Province
Vietnam possesses a rich and diverse traditional music heritage that deeply reflects the nation’s history and culture. Below is a detailed overview of some notable traditional music genres and their origins: Nhã Nhạc (Royal Court… Top 9 Traditional Music Genres of Vietnam
The áo dài, the traditional dress of Vietnam, has a rich and diverse history. Its predecessor was the áo giao l?nh, a cross-collared robe commonly worn before the 17th century. In 1744, Lord Nguy?n Phúc… Traditional Vietnamese Garments: Áo Dài and the other clothing fashion
GitHub’s fine-grained personal access tokens allow precise control over repository access. Here’s a step-by-step guide to generate and manage a token for a specific repository: 1. Access Developer Settings 2. Create a Fine-Grained Personal Access… Step-by-Step Guide to Clone and Write repos with GitHub Personal Access Tokens
Mã thông báo truy cập cá nhân chi tiết cung cấp khả năng kiểm soát chi tiết đối với quyền truy cập vào các kho lưu trữ. Dưới đây là cách tạo một mã thông… Cách clone và push github repo với token
Introduction Multimodal data in healthcare integrates diverse sources, such as medical imaging, wearable sensor readings, genomic information, and electronic health records (EHRs), offering profound insights for accurate diagnoses and treatment. However, missing data remains a… The Potentials and Challenges of Handling Missing Data in Multimodal Healthcare Data
Khi đó, chúng ta có thể xem xét về các đặc trưng của thuật toán, bao gồm độ phức tạp tính toán, hiệu suất tối ưu hóa, khả năng tổng quát hóa và các yếu… Làm gì khi thuật toán mình đề xuất không tốt bằng các phương pháp khác
Transformer được giới thiệu lần đầu tiên trong bài báo “Attention is All You Need” bởi nhóm nghiên cứu của Google, đánh dấu một bước ngoặt quan trọng trong lĩnh vực xử lý ngôn ngữ… Transformer Cho Phân Tích Cảm Xúc trong Python và cách Fine-Tuning
This post will detail how to implement three sentiment analysis techniques: TextBlob, NLTK with Vader, and transformers in Python. But first, let’s dive into the basic characteristics of the 3 techniques: TextBlob NLTK (VADER Model)… Sentiment Analysis in Python: TextBlob, NLTK & Transformers
Deep learning has emerged as a powerful tool in solving and analyzing Partial Differential Equations (PDEs), offering innovative approaches for tackling complex, high-dimensional problems. Techniques such as Physics-Informed Neural Networks (PINNs) combine physical laws encoded… Deep Learning Applications in Partial Differential Equations
Here are some lists of keywords for research topics in tabular, time series data, and potential application areas. These keywords serve as a foundation for deeper exploration and development of novel methodologies. Category Keywords Data… Lists of keywords for research topics in tabular, time series data and potential application areas:
Thư viện MLflow trong Python là một công cụ mạnh mẽ hỗ trợ các nhà phát triển trong việc xây dựng và quản lý quy trình công việc trong các dự án học máy. MLflow… Hướng Dẫn Sử Dụng MLflow Với Python Để Xây Dựng Mô Hình Học Máy trong Databricks
Cảm ơn bạn đã chia sẻ hướng dẫn rất rõ ràng! Đây là bản tổng hợp lại các bước để import một notebook hoặc file mã nguồn (.r, .py, .ipynb, v.v.) vào Databricks, giúp người… Hướng dẫn nhập Notebook, .py, .r,… vào Databricks
Nếu bạn có một repository trên GitHub trên máy cục bộ và muốn chạy các thí nghiệm với Azure Machine Learning, hãy làm theo các bước sau: Bước 1: Thiết lập Azure Machine Learning Workspace… Hướng dẫn chạy thí nghiệm Azure Machine Learning từ GitHub repository
Cụm tính toán trong Azure Machine Learning là gì?Cụm tính toán trong Azure Machine Learning là một tập hợp các tài nguyên điện toán được quản lý bởi Azure để hỗ trợ triển khai và… Cụm Tính Toán trong Azure Machine Learning: Hướng Dẫn Cơ Bản
To determine the number of GPUs your account can access in a SLURM-managed cluster, follow these steps: Check Account and Partition Access: Use the command sacctmgr show associations to view your account’s associations with partitions.… How to Check GPU Access in SLURM Clusters
OSError: You are trying to access a gated repo. Make sure to have access to it at https://huggingface.co/google/gemma-3-27b-it. 401 Client Error. (Request ID: Root=1-67da7d97-6326b5f53a96415516d2c709;7a741876-1aae-4afd-8d26-afd122bc2c2d) Cannot access gated repo for url https://huggingface.co/google/gemma-3-27b-it/resolve/main/config.json. Access to model google/gemma-3-27b-it… Fixed: OSError: You are trying to access a gated repo. Make sure to have access to it at https://huggingface.co….
Brief summary: While PCA is traditionally employed for dimensionality reduction and denoising before training, this preprocessing can complicate the interpretability of explainable AI (XAI) methods due to the transformation of input features. To mitigate these… Principal Components for Neural Network Initialization: A Novel Approach to Explainability and Efficiency
Translation to English Poems: I return to my hometown pond,Clear or murky, it’s still home beyond.My love for my village, steadfast and true,Like fire red, like glue for steel,Fragrance of paddy fields,Haystacks waving until I’m… Bac Bling – English Lyrics in Poems + Explanation
The post describes using custom distance functions with KNeighborsClassifier in scikit-learn. It explains implementing Weighted K-Nearest Neighbors and creating a CustomKNN class, showcasing OOP principles while enhancing KNN functionality and evaluation accuracy.