Step up your coding game with AI-powered Code Explainer. Get insights like never before!Encryption is the process of encoding a piece of information so that only authorized parties can access it. It is critically important because it allows you to securely protect data that you don't want ...
下列範例使用文字資料和名為 的 SageMaker AI 模型model_name。在此範例中,模型容器會接受 CSV 格式的資料,而且每筆記錄都是單一字串。 endpoint_config_name ='text_explainer_endpoint_config'response = sagemaker_client.create_endpoint_config( EndpointConfigName=endpoint_config_name, ProductionVariants=[{'Varia...
Let ourAI-powered Code Explainerdemystify it for you. Try it out! Writing has always been a difficult task and one thing is for sure when you are writing misspelling some words is inevitable and noticing these errors is also difficult at the same time. These days writing has been simplified...
Let our AI-powered Code Explainer demystify it for you. Try it out!Have you ever wanted to download all images on a certain web page? In this tutorial, you will learn how you can build a Python scraper that retrieves all images from a web page given its URL and downloads them using...
The chapter shows how to create a model-agnostic explainable AI Python program that can explain the results of random forests, k-nearest neighbors, gradient boosting, decision trees, and extra trees.The Python program creates a unique LIME explainer with visualizations no matter which ML model ...
Unlock the secrets of your code with our AI-powered Code Explainer. Take a look!YouTube is a great platform where you can find tons of great video resources, be it programming, entrepreneurship, movies, etc. It is a platform that also enables users to live stream and watch videos online....
(x_test) # if you used the PFIExplainer in the previous step, use the next line of code instead # global_explanation = explainer.explain_global(x_train, true_labels=y_train) # sorted feature importance values and feature names sorted_global_importance_values = global_explanation.get_ranked...
同时，为了简单化，Python 也提供了一种“在编码时就进行检查（check as you code）”的方法，进而有效地减轻了测试代码的工作量。③预建库：Python 有着 100 多种预建库，可用于实现各种机器学习和深度学习的算法。因此，用户每次在数据集上运行算法时，只需通过单个命令去安装和加载必要的程序包即可。其中，比较...
explainerdashboard: explainerdashboard是一个交互式的模型解释工具,可以帮助用户更好地理解和解释机器学习模型的预测结果和特征重要性。https://github.com/oegedijk/explainerdashboard TPOT: TPOT是一个自动化机器学习工具,使用遗传算法进行模型选择和超参数优化,以生成最佳的机器学习管道。https://github.com/Epistas...
Pandas AI 一个将生成人工智能功能集成到 Pandas 中的 Python 库,可以使用对话式的方式来操作 DataFrame。 Scikit-LLM Scikit-LLM 是文本分析领域的颠覆者。它将强大的语言模型( 如 ChatGPT )与 scikit-learn 结合在一起。 Code Interpreter ChatGPT 代码解释器的开源实现。它允许你执行数据集分析并可视化数据。