Explain Python Machine Learning Models with SHAP Library
Using SHapley Additive exPlainations (SHAP) Library to Explain Python ML Models Almost always after developing an ML model, we find ourselves in a position where we need to explain this…
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LSTM Autoencoder for Anomaly Detection in Python with Keras
Using LSTM Autoencoder to Detect Anomalies and Classify Rare Events So many times, actually most of real-life data, we have unbalanced data. Data were the events in which we are…
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Autoencoder with Manifold Learning for Clustering in Python
Clustering the Manifold of the Embeddings Learned by Autoencoders Whenever we have unlabeled data, we usually think about doing clustering. Clustering helps find the similarities and relationships within the data.…
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Sentiment Prediction using CNN and LSTM in Keras
Using Convolutional and Long Short-Term Memory Neural Networks to Classify IMDB Movie Reviews as Positive or Negative We will explore combining the CNN and LSTM along with Word Embeddings to…
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Calling C Posix Threads from Python Through Cython
Call C Parallel Function from Python C language is fast. Let alone parallelism in C. It is a great speed boost especially for heavy operations. Here we will see how…
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Interprocess Communication and Parallelism in C
Building a Weather Application Using IPC and Parallelism Building a weather application using interprocess communication (IPC) like named pipes and shared memory. In addition to parallelism through posix threads to…
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Task Scheduler in C using Struct Pie
Using Struct Pie C Shared Libraries to Develop a Priority Queue Scheduler Suppose you have a list of scripts or tasks that you want your computer to do in a…
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Import C Code in Python (Part 2)
Importing C libraries and functions in Python using ctypes library and Cython C is known by its speed, so sometimes when the performance and the speed are an issue, developers…
Read moreImport C Code in Python (Part 1)
Importing C libraries and functions in Python using ctypes library and Cython C is known by its speed, so sometimes when the performance and the speed are an issue, developers…
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From Relational to Graph Database (Neo4j)
From PostgreSQL to Neo4j Database We're going to explore how we can convert relational tabular data to graph data. We will look at two different databases from two different types.…
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