EvanLi / Github-Ranking

⭐Github Ranking⭐ — Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily.

https://github.com/EvanLi/Github-Ranking

The Definitive Guide to Graph Problems

Do you want to learn how to solve graph problems? Are you preparing for a coding interview? Do you want to polish your problem-solving skills? In this article I will try to answer these questions and more, and you will learn the patterns necessary to deal with these problems.

https://www.giulianopertile.com/blog/the-definitive-guide-to-graph-problems/

Automated Deployment of TensorFlow Models with TensorFlow Serving and GitHub Actions

In this post, we will share how we serve a TensorFlow image classification model as RESTful and gRPC based services with TensorFlow Serving on a Kubernetes (k8s) cluster running on Google Kubernetes Engine (GKE) through a set of GitHub Actions workflow

https://blog.tensorflow.org/2022/09/automated-deployment-of-tensorflow-models-with-tensorflow-serving-and-github-actions.html

utorial: Scrape Google Search Results

One neat little trick it can do is scrape Google search results.

https://www.scrapingdog.com/blog/scrape-google-search-results/

Conda vs. Pip, Venv, and Pyenv — Simplicity Wins

Conda is a slick, integrated utility that replaces many other tools. We compare them and include a ...

https://codesolid.com/conda-vs-pip/

High-performance image generation using Stable Diffusion in KerasCV

In this guide, we will show how to generate novel images based on a text prompt using the KerasCV implementation of stability.ai's text-to-image model, Stable Diffusion.

https://keras.io/guides/keras_cv/generate_images_with_stable_diffusion/

Use pandas DateOffsets for easy date manipulation

An easy way to manipulate dates is pandas DateOffsets. They handle a number of complicated scenarios, including holidays.

https://www.wrighters.io/use-pandas-dateoffsets-for-easy-date-manipulation/

alibaba / EasyCV

An all-in-one toolkit for computer vision

https://github.com/alibaba/EasyCV

Algorithms in Python – Full Course for Beginners

In this Introduction to Algorithms in Python course, you'll learn about algorithm basics like recursion and then go all the way to working with concepts like dynamic programming. The 5 main course segments include simple recursive algorithms, data structures, divide & conquer, greedy algorithms, and dynamic programming.

https://www.youtube.com/watch?v=fW_OS3LGB9Q

datasets-server

Integrate into your apps over 10,000 datasets via simple HTTP requests, with pre-processed responses and scalability built-in.

https://github.com/huggingface/datasets-server

Building a Realtime Chat App with Django Channels and WebSockets

Building stateful web applications can be tricky, unless you use a framework, of course—Django to the rescue! In this article, learn how to build a realtime chat app using Django Channels and WebSockets.

https://www.honeybadger.io/blog/django-channels-websockets-chat/

Whisper

Whisper is a general-purpose speech recognition model by OpenAI. It is trained on a large dataset of diverse audio and is also a multi-task model that can perform multilingual speech recognition as well as speech translation and language identification.

https://github.com/openai/whisper

I Made a Remote Lie Detector to Test Zuckerberg's Pulse

Identify deception in anyone on camera, then measure their heart rate. The code is available

https://www.youtube.com/watch?v=5q-BQ2Q_pqI

A Hands-on Tutorial for Bayesian Neural Networks

In this tutorial, you will implement various Bayesian neural network methods based on variational inference. We will go through regression tasks to see the applications of uncertainty estimation in practice, including a case study on Bayesian optimisation.

https://colab.research.google.com/drive/1jvJE-P0zye95ICSS5bG2qL35lpr63zxm?usp=sharing

Build a Reactive Data Streaming App with Python and Apache Kafka

How do you get live notifications from a service that doesn’t support live notifications? Can you watch an online store for price drops? Or track comments on someone else’s YouTube video? Or at work, can you react to changes in another department’s system, when that system doesn’t have a notification API? How do you turn the question-and-answer model of the web into a live-streaming system?

https://www.youtube.com/watch?v=jItIQ-UvFI4

Writing REST With Django and Ninja

Django Ninja is a FastAPI inspired library for turning your Django views into REST API end-points. Learn how to get started with Django Ninja, how the interface interacts with Django's URL and ORM mechanisms, and how to apply authentication controls to your REST API.

https://www.youtube.com/watch?v=Gry6rlZYpzw