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- CocoCaptions in PyTorch (2)
- ThispostdemonstratesusingtheMSCOCOdatasetwithtorchvision.datasets.CocoCaptionsandtorchvision.datasets.CocoDetection.We'llexploreloadingdataforimagecaptioningandobjectdetectiontasksusingvarioussubsetsofthedataset.TheexamplesbelowutilizedifferentCOCOan
- Python Tutorial 583 2025-01-09 08:14:41
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- AI Agents Tutorial For Beginners
- Introduction to AIAgents Tutorial Artificial intelligence (AI) has become an integral part of modern technology, changing the way we live, work and interact. Artificial agents are a fundamental concept in the field, enabling machines to make decisions, solve problems, and adapt to new situations. This tutorial is designed to provide a comprehensive introduction to artificial agents, covering the basics of artificial intelligence, machine learning, and programming languages, as well as agent-based modeling and simulation. What is an AI agent? AI agents are software programs that use AI technology to perceive their environment, make decisions, and take actions to achieve their goals. They can be simple or complex, from chatbots to self-driving cars. AI and Machine Learning Basics Before diving into AI agents, learn about AI
- Python Tutorial 351 2025-01-09 07:06:45
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- Building an educational game with AI tools and Azure Static Web Apps (Part 1)
- Everwonderedhowgamescanrevolutionizelearning?Iwascaptivatedbytheideaofmergingcreativity,technology,andfun,leadingmetodevelopaneducationalvisualnovelgame.Despitelackinggamedevelopmentexperience,IembarkedonthisjourneyusingRen'Py,aPython-basedvisualnove
- Python Tutorial 685 2025-01-09 06:58:49
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- What is astype() function in Python
- Understandingastype()inPythonTheastype()functionisapowerfulmethodinPython,primarilyusedinthepandaslibraryforconvertingacolumnoradatasetinaDataFrameorSeriestoaspecificdatatype.ItisalsoavailableinNumPyforcastingarrayelementstoadifferenttype.BasicUsageo
- Python Tutorial 266 2025-01-09 06:51:46
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- Introducing BlockBuster: is my asyncio event loop blocked?
- Python 3.5 introduced asynchronous I/O as an alternative to threads to handle concurrency. The advantage of asynchronous I/O and the asyncio implementation in Python is that by not spawning memory-hungry operating system threads, the system uses fewer resources and is more scalable. Furthermore, in asyncio, scheduling points are clearly defined through await syntax, whereas in thread-based concurrency, the GIL may be released at unpredictable code points. As a result, asyncio-based concurrency systems are easier to understand and debug. Eventually, the asyncio task can be canceled, which is not easy to do when using threads. However, in order to truly benefit from these advantages, it is important to avoid blocking calls in async coroutines. Blocking calls can
- Python Tutorial 936 2025-01-09 06:29:43
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- Roadmaps to Learn Python in A No-Nonsense Guide
- Python: A Practical Guide to Learning in 2025 and Beyond Python is used everywhere—data science, web development, artificial intelligence, scripting, and more. Whether you're new to programming or want to switch career directions, you're probably wondering whether learning Python is still worth it in 2025. Spoiler alert: worth it. But your approach to learning is crucial. The technology landscape has changed dramatically over the past few years. Layoffs, new technology trends, and the rise and fall of certain tools have all changed what it means to be a Python developer today. So, here’s my take on how to navigate the Python ecosystem in 2025 and build truly useful skills. Python is Still Important First of all, Python is not going away. it has been around for decades
- Python Tutorial 951 2025-01-09 06:23:44
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- CocoCaptions in PyTorch (1)
- BuyMeaCoffee☕*Memos:MypostexplainsCocoDetection()usingtrain2014withcaptions_train2014.json,instances_train2014.jsonandperson_keypoints_train2014.json,val2014withcaptions_val2014.json,instances_val2014.jsonandperson_keypoints_val2014.jsonandtest2017wi
- Python Tutorial 853 2025-01-09 06:20:41
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- How to Build Personal Curicullum Locally in Python
- Learning Case This article aims to explain how to use Mode's SQL tutorial and Kevin Li's method to learn SQL, combined with an engaging HackerNews discussion. I started learning SQL using Mode's SQL tutorials and discovered the efficient learning strategies proposed by Kevin Li. His approach emphasizes three key points: Identify the basics quickly. Build a personal learning course to become an expert and avoid the trap of becoming a "beginner expert." Focus on studying for the first 15-20 hours to strengthen initial memory, and then slow down the pace and proceed step by step. To build my personal SQL learning course, I use Mode's SQL tutorials. I added an ID (MST) to track my progress and used Beaut
- Python Tutorial 1078 2025-01-09 06:15:41
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- Faster Python Linter and Formatter
- Improve your Python development efficiency with Ruff, an extremely fast code inspection and formatting tool. Core Features: Lightning speed: 10 to 100 times faster than existing tools Easy installation: Install via pip, supports pyproject.toml configuration file Diverse configuration: built-in caching, repair support, and over 800 built-in rules Editor integration: Provides native integration of editors such as VSCode. Friendly single warehouse management: supports hierarchical and cascading configurations. Learn more: https://docs.astral.sh/ruff/
- Python Tutorial 348 2025-01-08 20:45:51
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- CI/CD Pipeline Testing For Small Dev Teams.
- Efficient CI/CD pipeline testing, even a small team can easily control it! CI/CD pipelines are critical to ensuring software quality, reducing deployment risks, and streamlining the development process. For a small development team like yours, it's crucial to know which tests need to be included and where to draw the line. By leveraging DevOps services and solutions, you can implement tailored testing best practices even with limited resources. The purpose of CI/CD pipeline testing The CI/CD pipeline integrates continuous integration and continuous deployment practices to automate code construction, testing and deployment. Testing in the pipeline aims to: Ensure stability: Catch bugs before they reach production. Increase speed: Automate repetitive tasks so developers can focus on innovating
- Python Tutorial 655 2025-01-08 20:43:47
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- Day Everything You Need to Know About Functions in Python
- Detailed explanation of Python functions: definition, call and parameter type Function definition and action A function is a reusable block of code that is only executed when needed. In Python, functions are defined using the def keyword. For example, the following code defines a summation function: defsum(a,b):print(a b) This function calculates the sum of two integers a and b. When you need to find the sum of two numbers, you can directly call the sum(a,b) function. Function call Calling a function means executing the code inside the function by using the function name followed by parentheses. For example: defsum(a,b):print(a b)sum(1,3)Here: a and b are parameters in the function definition. 1 and 3 are the parameter values (actual parameters) passed to the function
- Python Tutorial 535 2025-01-08 20:42:44
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- Homemade LLM Hosting with Two-Way Voice Support using Python, Transformers, Qwen, and Bark
- Thisarticledetailsbuildingalocal,two-wayvoice-enabledLLMserverusingPython,theTransformerslibrary,Qwen2-Audio-7B-Instruct,andBark.Thissetupallowsforpersonalizedvoiceinteractions.Prerequisites:Beforestarting,ensureyouhavePython3.9 ,PyTorch,Transformers
- Python Tutorial 687 2025-01-08 20:40:49
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- How To Get an API Data and Store in AWS S3
- ThistutorialdemonstrateshowtoretrievedatafromtheOpenWeatherAPIusingPythonandstoreitinAWSS3.Thisstraightforwardmethodallowsyoutofetchandcloud-storeAPIdataforlateruse.Evenifyou'renewtothis,thestepsareclearlyoutlined.ForadifferentapproachusingReact,seeo
- Python Tutorial 709 2025-01-08 20:39:50
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- Use uv to manage Python environments
- Say goodbye to cumbersome Python environment management! uv is an efficient and convenient tool that can solve Python version management, virtual environment creation, package management, project management and other problems in one stop. It is fast and easy to get started. This article will take WindowsPowerShell as an example to demonstrate the use of UV. For other platforms, you can refer to the official documentation for corresponding adjustments. Installing uvuv does not rely on Python, so installation using pip or pipx is not recommended. Windows systems can be installed directly by executing the following command through PowerShell: powershell-ExecutionPolicyByPass-c"irmhttps://astr
- Python Tutorial 412 2025-01-08 18:16:42
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- How to Configure VSCode for Auto Formatting and Linting in Python
- VSCodePython Code Automatic Formatting and Code Inspection Configuration Guide VSCode has become the code editor of choice for many Python developers due to its flexibility and powerful functions, but it is only one of many code editing and automation tools. Depending on the workflow, developers may prefer other IDEs or editors such as PyCharm, SublimeText or even Vim. This guide focuses on VSCode, showing how to set up automatic formatting and code inspection, but similar principles apply to other tools. Python developers strive for concise and readable code, and tools such as VSCode simplify this process through automatic formatting and code inspection. In this guide, we'll show you how
- Python Tutorial 314 2025-01-08 18:14:42
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