Forwarded from Machinelearning
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples»
https://github.com/vandit15/Class-balanced-loss-pytorch
Class-Balanced Loss Based on Effective Number of Samples
https://github.com/richardaecn/class-balanced-loss
https://github.com/vandit15/Class-balanced-loss-pytorch
Class-Balanced Loss Based on Effective Number of Samples
https://github.com/richardaecn/class-balanced-loss
Demystifying hypothesis testing with simple Python examples
https://towardsdatascience.com/demystifying-hypothesis-testing-with-simple-python-examples-4997ad3c5294
https://towardsdatascience.com/demystifying-hypothesis-testing-with-simple-python-examples-4997ad3c5294
Medium
Demystifying hypothesis testing with simple Python examples
Hypothesis testing is the bread and butter of data science. We demo the concept using simple real-life examples using Python.
Forwarded from Machinelearning
5 Reasons to Learn Probability for Machine Learning
https://machinelearningmastery.com/why-learn-probability-for-machine-learning/
https://machinelearningmastery.com/why-learn-probability-for-machine-learning/
MachineLearningMastery.com
5 Reasons to Learn Probability for Machine Learning - MachineLearningMastery.com
Probability is a field of mathematics that quantifies uncertainty. It is undeniably a pillar of the field of machine learning, and many recommend it as a prerequisite subject to study prior to getting started. This is misleading advice, as probability makes…
OpenCV – Stream video to web browser/HTML page
https://www.pyimagesearch.com/2019/09/02/opencv-stream-video-to-web-browser-html-page/
https://www.pyimagesearch.com/2019/09/02/opencv-stream-video-to-web-browser-html-page/
PyImageSearch
OpenCV - Stream video to web browser/HTML page - PyImageSearch
Last updated on July 9, 2021. In this tutorial, you will learn how to use OpenCV to stream video from a webcam to a web browser/HTML page using Flask and Python. Ever have your car stolen? Mine was stolen over…
Custom Application Metrics with Django, Prometheus, and Kubernetes
https://labs.meanpug.com/custom-application-metrics-with-django-prometheus-and-kubernetes/
https://labs.meanpug.com/custom-application-metrics-with-django-prometheus-and-kubernetes/
MeanPug Digital
Custom Application Metrics with Django, Prometheus, and Kubernetes
Learn how to instrument your Django application with custom Prometheus metrics and deploy to a Kubernetes cluster.
Python tricks 101, what every new programmer should know.
https://towardsdatascience.com/python-tricks-101-what-every-new-programmer-should-know-c512a9787022
https://towardsdatascience.com/python-tricks-101-what-every-new-programmer-should-know-c512a9787022
Medium
Python tricks 101, what every new programmer should know.
These are the things I wish I knew about Python when I started.
Python Multiprocessing Tutorial: Run Code in Parallel Using the Multiprocessing Module
https://www.youtube.com/watch?v=fKl2JW_qrso
https://www.youtube.com/watch?v=fKl2JW_qrso
YouTube
Python Multiprocessing Tutorial: Run Code in Parallel Using the Multiprocessing Module
In this video, we will be learning how to use multiprocessing in Python.
This video is sponsored by Brilliant. Go to https://brilliant.org/cms to sign up for free. Be one of the first 200 people to sign up with this link and get 20% off your premium subscription.…
This video is sponsored by Brilliant. Go to https://brilliant.org/cms to sign up for free. Be one of the first 200 people to sign up with this link and get 20% off your premium subscription.…
100+ Coding Interview Questions for Programmers
https://codeburst.io/100-coding-interview-questions-for-programmers-b1cf74885fb7
https://codeburst.io/100-coding-interview-questions-for-programmers-b1cf74885fb7
Medium
100+ Coding Interview Questions for Programmers and Software Engineers in 2025
Solve these frequently asked coding problems to do well on your next programming job interviews.
Speeding up Python Code: Fast Filtering and Slow Loops
https://towardsdatascience.com/speeding-up-python-code-fast-filtering-and-slow-loops-8e11a09a9c2f
https://towardsdatascience.com/speeding-up-python-code-fast-filtering-and-slow-loops-8e11a09a9c2f
Medium
Speeding up Python Code: Fast Filtering and Slow Loops
List comprehensions, boolean indexing and just-in-time (JIT) compilation for up to 200x speed up.
Forwarded from Machinelearning
Torchdata is PyTorch oriented library focused on data processing and input pipelines in general
https://github.com/szymonmaszke/torchdata
https://github.com/szymonmaszke/torchdata
GitHub
GitHub - szymonmaszke/torchdatasets: PyTorch dataset extended with map, cache etc. (tensorflow.data like)
PyTorch dataset extended with map, cache etc. (tensorflow.data like) - szymonmaszke/torchdatasets
Working Around Memory Leaks in Your Django Application
https://adamj.eu/tech/2019/09/19/working-around-memory-leaks-in-your-django-app/
https://adamj.eu/tech/2019/09/19/working-around-memory-leaks-in-your-django-app/
How to master Python’s main data analysis library in 20 Minutes
https://towardsdatascience.com/how-to-master-pandas-8514f33f00f6
https://towardsdatascience.com/how-to-master-pandas-8514f33f00f6
Medium
How to master Python’s main data analysis library in 20 Minutes
A code-along guide for essential Pandas functionalities.
Django on Docker Tutorial - A Simple Introduction
https://www.codingforentrepreneurs.com/blog/django-on-docker-a-simple-introduction
video :https://www.youtube.com/watch?v=KaSJMDo-aPs
https://www.codingforentrepreneurs.com/blog/django-on-docker-a-simple-introduction
video :https://www.youtube.com/watch?v=KaSJMDo-aPs
Coding for Entrepreneurs
Django on Docker - A Simple Introduction - Blog - Coding for Entrepreneurs
This is a simple tutorial but it isn't exactly for beginners. It's for people w…
Filtering & Closing Pull Requests on GitHub using the API
https://pythontips.com/2019/09/18/filtering-closing-pull-requests-on-github-using-the-api
https://pythontips.com/2019/09/18/filtering-closing-pull-requests-on-github-using-the-api
yasoob.me
Filtering & Closing Pull Requests on GitHub using the API - Yasoob Khalid
Hi everyone! 👋 In this post, I am going to show you how you can use the GitHub API to query Pull Requests, check the content of a PR and close it.
The motivation for this project came from my personal website. I introduced static comments on the website using…
The motivation for this project came from my personal website. I introduced static comments on the website using…
Python Tips and Trick, You Haven’t Already Seen
https://towardsdatascience.com/python-tips-and-trick-you-havent-already-seen-37825547544f?source=---------5-----------------------
https://towardsdatascience.com/python-tips-and-trick-you-havent-already-seen-37825547544f?source=---------5-----------------------
Medium
Python Tips and Trick, You Haven’t Already Seen
There are plenty of articles written about lots of cool features in Python, but there is much more to talk about…