Tag: python
All the articles with the tag "python".
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Mastering Digit Recognition in Under 100 Lines - A Concise Guide to Neural Networks with PyTorch and MNIST
Imagine a world where machines understand handwritten notes as easily as humans do, transforming scribbles into digital text in the blink of an eye. This isn’t a page from a sci-fi novel; it’s possible using this basic principles of Machine Learning.
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Understanding ReLU - The Power of Non-Linearity in Neural Networks
Without non-linearity, neural networks would be far less effective, essentially reducing deep networks to simple linear regression models incapable of the sophisticated tasks they perform today.
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How to build a simple CNN based Image classifier using Keras
Convolutional neural network (CNN), a class of artificial neural networks that has become dominant in various computer vision tasks, is attracting interest across a variety of domains. CNN work well on computer vision tasks like image classification, object detection, image recognition, etc.
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Add anaconda to right-click menu in windows
Anaconda is a python package manager and it is really amazing, it is popular because it brings many of the tools used in data science and machine learning with just one install.
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How to open sublime text from the windows command line
Sublime Text is a light-weight IDE for quick development. We can open Sublime text from the command line just like VS Code.
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Mnist handwritten digit classification using CNN
Mnist dataset is used as an introduction to neural network for beginners. Convolutional Neural Networks (CNNs) are the current state-of-art architecture mainly used for the image classification tasks.
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Sentiment analysis flask web app using python and NLTK
Sentiment analysis in python is really simple because of the NLTK library and it's pretrained model called VADER(Valence Aware Dictionary for Sentiment Reasoning)
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Difference between sort() and sorted() in python
The primary difference between the list sort() function and the sorted() function is that the sort() function will modify the list it is called on.