python
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…
Read more
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…
Read more
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.…
Read more
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…
Read more
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…
Read more
Pytholog as a Logical Database
DVD Rental Database in pytholog logic programming in python using pytholog library which is similar to prolog syntax and backtracking to answer queries. We will use DVD Rental database to feed a…
Read more
Recommendation Engine with Neo4j
Collaborative Filtering Recommendation Engine with Neo4j & Python Introduction In a previous blog, we created a graph database in Neo4j using the DVDRENTAL database which you can download from here.…
Read more
Resource Allocation with Simulated Annealing
Optimization Algorithms to Find the Best Solution Possible Resource allocation or resource management is a very difficult task in any company. To find the best resource with the right skills…
Read more
Recommendation Engine in PostgreSQL
Building a Recommendation Engine in PostgreSQL using Python Project GitHub link: https://github.com/MNoorFawi/recommender-system-in-postgresql-using-python N.B. The database is built in this post and refer to the data_preparation_r.R script to have everything ready in…
Read more