Parallelism is a must for a production-driven application. Even though python programming language is pretty, its parallelism module might be … More
Tag: python
Designing Recursive Functions with Python Multiprocessing
Multiprocessing is a must to develop high scalable products. However, python multiprocessing module is mostly problematic when it is compared … More
Flask Experiments for a Deep Learning Project
Flask is a pretty web framework to publish python projects as an api. Recently, I’ve published one of my project … More
Publishing Python Packages on Pip and PyPI
Library diversity might be the trigger of being popular of python programming language nowadays. This encourages open source culture as … More
A Gentle Introduction to Feature Importance in Machine Learning
Machine learning interpretability and explainable AI are hottest topics in data world nowadays. Even though linear regression is ignored by … More
Mish As Neural Networks Activation Function
Recently, Mish activation function is announced in deep learning world. Researchers report that it overperforms than both regular ReLU and Swish. The … More
The Fastest Way to Calculate Combination and Permutation
Combination and permutation calculations appear often in daily programming challenges such as HackerRank. Even though we all know how to … More
Explaining h2o models with Lime
Interpretability and accuracy inversely proportional concepts. Models offering higher accuracy such as deep learning or GBM would be lowly interpretable. … More
A Gentle Introduction to Chefboost for Applied Machine Learning
Even though deep learning is hottest topic in the media, decision trees dominates the real world challenges. Recently, I’ve announced a … More
Face Recognition with OpenFace in Keras
OpenFace is a lightweight and minimalist model for face recognition. Similar to Facenet, its license is free and allowing commercial … More
