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Scikit-optimize is a Python library for Bayesian optimization. Scikit-optimize can be used to find the best parameters for a machine learning model.
DevOps Automation with AWS DevOps is a set of practices that combines software development (Dev) and IT operations (Ops). DevOps aims to shorten the systems development life cycle and provide high-quality continuous delivery. Automation is a vital part of DevOps. By automating tasks, you can free up time for developers […]
OpenSSL, the open-source cryptographic library, has released its 3.2 version in beta, introducing several new features and improvements. This update brings initial client-side support for QUIC, a transport layer network protocol developed by Google and adopted by the IETF. Future versions, OpenSSL 3.3 and 3.4, are set to refine this […]
The MySQLdb._exceptions.IntegrityError using SQLAlchemy with a MySQL database indicates that an operation has violated some of the database’s integrity constraints. Here’s how you can approach resolving this issue: Remember to disable this in a production environment, as it can log sensitive information. By following these steps, you should be able […]
Semantic UI React is the official React integration for Semantic UI, a popular development framework that helps create beautiful, responsive layouts using human-friendly HTML. Here’s a brief overview: Key Features of Semantic UI React: Usage Example:To create a button using Semantic UI React, you’d do something like this: In this […]
SOAP (Simple Object Access Protocol) is a protocol for exchanging structured information to implement web services. It uses XML as its message format and can be carried over various lower-level protocols, including HTTP and SMTP. SOAP was designed to provide a standardized way for applications to communicate with each other […]
Do Not Use If-Else For Validating Data Objects In Python Anymore In Python, it is common to use if-else statements to validate data objects. However, this can be error-prone and difficult to maintain. Cerberus is a Python library that provides a more elegant and efficient way to validate data objects. […]
Python virtual environments are a great way to isolate different projects and their dependencies. PyCharm is a powerful IDE that makes creating and managing virtual environments easy. Python Virtual Environments A Python virtual environment is a self-contained directory tree that contains all the necessary Python libraries and binaries for a […]
Softmax fonksiyonu çoklu sınıflandırma problemleri için kullanılır. Verilen her bir girdinin bir sınıfa ait olma olasılığını gösteren [0,1] arası çıktılar üretmektedir. Python implemantasyonu aşağıdaki gibi olabilir. #softmax functiondef softmax(X): expo = np.exp(X) expo_sum = np.sum(np.exp(X)) return expo/expo_sum