Python İle Türkçe Ses-Metin Çevrimi (NLP)
Python ile çok basit bir ses tanıma ve metine çevirme uygulaması paylaşıyorum. PiPy üzerinden SpeechRecognition kütüphanesini kullanıyoruz. Örnek dosyanın yerini değiştirmeniz gerekiyor.
RELU Fonksiyonu Nedir?
Doğrultulmuş lineer birim (rectified linear unit- RELU) doğrusal olmayan bir fonksiyondur. ReLU fonksiyonu negatif girdiler için 0 değerini alırken, x pozitif girdiler için x değerini almaktadır. Python kodlaması aşağıdaki gibi olabilir. def relu(x): return np.maximum(0, x)
PrototypeML: A Neural Network Integrated Design and Development Environment
Neural network architectures are most often conceptually designed and described in visual terms, but are implemented by writing error-prone code. PrototypeML is a machine learning development environment that bridges the gap between the design and development processes: it provides a highly intuitive visual neural network design interface that supports the […]
Libra: Ergonomic machine learning
The recent emergence of machine learning has given rise to hundreds of different frameworks, so why would you use Libra? Here’s why libra outperforms all these other alternatives. Libra prioritizes ease of use and ergonomics. We’ve combined technologies from the most popular platforms to create a complete experience Libra home […]
Exploring the Full Spectrum of AWS Services
I use Amazon as a cloud service in my new Java/Kotlin projects. I couldn’t easily find a complete list of AWS modules. I was able to create this shortlist as a result of the reviews. Compute EC2 Virtual Private Servers Lightsail Amazon’s hosting provider (VPS, DNS, storage) Lambda Functions […]
SOFTMAX Fonksiyonu Nedir?
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
Training an AI to create poetry (NLP Zero to Hero – Part 6)
Through this series so far you’ve been learning the basics of NLP using TensorFlow. You saw how to tokenize and then sequence text, preparing it to train neural networks. You saw how sentiment in text can be represented with embeddings, and how the semantics of text over long stretches might […]
Which is Better? Amazon Elasticsearch Service vs. Elasticsearch Service on Elastic Cloud
Mainly we have two alternatives for Elasticsearch usage on a cloud platform. Amazon vs Elasticsearch Firstly I am sharing a comparison info from Elasticsearch’s corporate page. AWS Elasticsearch Service: Amazon vs. Elastic The Elasticsearch Service on Elastic Cloud and Amazon Elasticsearch Service are not the same. With the Elasticsearch Service, […]
TensorFlow 2.0 Complete Course – Python Neural Networks for Beginners Tutorial
Learn how to use TensorFlow 2.0 in this full tutorial course for beginners. This course is designed for Python programmers looking to enhance their knowledge and skills in machine learning and artificial intelligence. Throughout the 8 modules in this course you will learn about fundamental concepts and methods in ML […]
What Is Amazon CodeGuru?
What is Amazon CodeGuru? It is a machine-learning service for automated code reviews and application performance recommendations. It helps you find the most expensive lines of code that hurt application performance and keep you up all night troubleshooting, then gives you specific guidance to fix or improve your code. Leveraging […]