Using bitwise operations to improve Python performance
https://ryan-louis-stevens.medium.com/using-bitwise-operations-to-improve-python-performance-b0a5593e96aa
https://ryan-louis-stevens.medium.com/using-bitwise-operations-to-improve-python-performance-b0a5593e96aa
Medium
Using bitwise operations to improve Python performance
Or why a little C++ can get you a long way
Control your Airflow DAG from an external database
https://towardsdatascience.com/control-your-airflow-dag-from-an-external-database-f56d88f7df29
https://towardsdatascience.com/control-your-airflow-dag-from-an-external-database-f56d88f7df29
Medium
Control your Airflow DAGs from an external database
Apache Airflow is a very popular framework for scheduling, running and monitoring tasks, which are grouped into DAG (direct-acyclic…
How to Automate Restaking AXS on Axie Infinity, using Python
https://medium.com/@adalegend/how-to-automate-restaking-axs-on-axie-infinity-using-python-8d204bca116d
https://medium.com/@adalegend/how-to-automate-restaking-axs-on-axie-infinity-using-python-8d204bca116d
Medium
How to Automate Restaking AXS on Axie Infinity, using Python
When the inventor of the chess game presented it to the Indian king, the monarch was marveled. He wanted to reward the inventor with…
Resume Screening with Natural Language Processing in Python
https://medium.com/@spd98900/resume-screening-with-natural-language-processing-in-python-3b86c9dfc77c
https://medium.com/@spd98900/resume-screening-with-natural-language-processing-in-python-3b86c9dfc77c
Medium
Resume Screening with Natural Language Processing in Python
Why do we need Resume Screening? What is Resume Screening? Resume Screening using Machine Learning Code Conclusion
How to calculate top 5 max values in Pandas
https://medium.com/@rakesh.trri/how-to-calculate-top-5-max-values-in-pandas-7930e3dbc8e6
https://medium.com/@rakesh.trri/how-to-calculate-top-5-max-values-in-pandas-7930e3dbc8e6
Medium
How to calculate top 5 max values in Pandas
Aggregation of fields is one of the basic necessity for data analysis and data science. Python’s Pandas module provide easy ways to do…
Graph visualisation basics with Python Part II: Directed graph with NetworkX
https://towardsdatascience.com/graph-visualisation-basics-with-python-part-ii-directed-graph-with-networkx-5c1cd5564daa
https://towardsdatascience.com/graph-visualisation-basics-with-python-part-ii-directed-graph-with-networkx-5c1cd5564daa
Medium
Graph visualisation basics with Python Part II: Directed graph with NetworkX
Creating directed acyclic graph with the NetworkX package
How are Neural Networks Related to Fourier Transforms?
https://medium.com/@lorenzojcducv/how-are-neural-networks-related-to-fourier-transforms-54e0b78e50de
https://medium.com/@lorenzojcducv/how-are-neural-networks-related-to-fourier-transforms-54e0b78e50de
Medium
How are Neural Networks Related to Fourier Transforms?
The models in machine learning and deep learning are created in such a way that they obey a mathematical function. There is usually some…
Github Actions— Everything You Need to Know to Get Started
https://towardsdatascience.com/github-actions-everything-you-need-to-know-to-get-started-537f1dffa0ed
https://towardsdatascience.com/github-actions-everything-you-need-to-know-to-get-started-537f1dffa0ed
Medium
Github Actions— Everything You Need to Know to Get Started
A crazy Github functionality I overlooked for a long time
Python FastAPI From .Net developer perspective
https://vsarunov.medium.com/python-fastapi-from-net-developer-perspective-5bc6c529fa7d
https://vsarunov.medium.com/python-fastapi-from-net-developer-perspective-5bc6c529fa7d
Medium
Python FastAPI From .Net developer perspective
As part of my personal development for my next project I have decided to use Python and FastAPI , I have selected it because it provides…
Workflow Orchestration vs. Data Orchestration — Are Those Different?
https://towardsdatascience.com/workflow-orchestration-vs-data-orchestration-are-those-different-a661c46d2e88
https://towardsdatascience.com/workflow-orchestration-vs-data-orchestration-are-those-different-a661c46d2e88
Medium
Workflow Orchestration vs. Data Orchestration — Are Those Different?
Let’s disambiguate the terms to understand workflow orchestration better — with a real-life analogy!
DT plot: Finding the Optimal Discrimination Threshold for Binary Classifier
https://towardsdatascience.com/dt-plot-finding-the-optimal-discrimination-threshold-for-binary-classifier-c3f326d6326f
https://towardsdatascience.com/dt-plot-finding-the-optimal-discrimination-threshold-for-binary-classifier-c3f326d6326f
Medium
DT plot: Finding the Optimal Discrimination Threshold for Binary Classifier
Learn how to use one lesser-known yet a highly important diagnostic plot
Tame any sequence with Transformers.
https://tarek-samaali.medium.com/tame-any-sequence-with-transformers-b3cf8cc4b3a9
https://tarek-samaali.medium.com/tame-any-sequence-with-transformers-b3cf8cc4b3a9
Medium
Tame any sequence with Transformers.
Sequences are important in machine learning because they allow models to learn the relationships between items and predict the next ones.
Optimal Undersampling using Machine Learning, with Python
https://towardsdatascience.com/optimal-undersampling-using-machine-learning-with-python-d40779583d53
https://towardsdatascience.com/optimal-undersampling-using-machine-learning-with-python-d40779583d53
Medium
Optimal Undersampling using Machine Learning, with Python
Here’s how to smartly undersample your signal using few lines of code
Understanding Contrastive Representation Learning through Alignment and Uniformity on the…
https://aleksander-molak.medium.com/understanding-contrastive-representation-learning-through-alignment-and-uniformity-on-the-6e0763187c00
https://aleksander-molak.medium.com/understanding-contrastive-representation-learning-through-alignment-and-uniformity-on-the-6e0763187c00
Medium
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere — a review (Polski)
Polskie tłumaczenie artykułu, który napisaliśmy wspólnie z Mike Erlihsonem, PhD w ramach serii #DeepNightLearners.