Tutorial Libraries

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Tutorial Libraries

:blue_book: :package: Structure your Flask apps in a scalable and intelligent way using Blueprints.

Structure your Flask apps in a scalable and intelligent way using Blueprints. Get set up locally in two steps:

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

Hadoop Hive

Resources for teaching & learning practical data visualization with python.

This repository contains all materials related to a lecture / seminar I teach on practical data visualization with python. What I mean by "practical" is that the materials herein do not focus on one …

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

This book brings the fundamentals of Machine Learning to you, using tools and techniques used to solve real-world problems in Computer Vision, Natural Language Processing, and Time Series analysis. T…

Code, exercises and tutorials of my personal blog ! 📝

The repository is organized the following way : For the moment, these cheat sheets are written manually. I'd like to create a visual content later that would both dive in the maths and illustrate cle…

Try Django 2.2 is step-by-step to build a modern, fully open-source, Blog web application using Python, Django, Bootstrap, Javascript, and more.

Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning Publications

We welcome contributions to the TF2 port and to all of the notebooks in TF1.15.x too! Follow the URL from the startup message. Enjoy! Note that the Docker build described below automatically pulls do…

📊📉 Embed Plotly Dash into your Flask applications.

Make Plotly Dash part of your Flask Application by following this example. Get set up locally in two steps:

Tutorial to create WhatsApp Bot using Twilio and Python

:snake: :information_source: Create and manage data in your Flask app via a SQL database.

Connect your Flask app to a database using Flask-SQLAlchemy. Get set up locally in two steps:

Backend logic implementation for https://github.com/gothinkster/realworld with awesome FastAPI

To run the web application in debug use: If you run into the following error in your docker container: Ensure the DATABASE_URL variable is set correctly in the .env file. It is most likely caused by …

Python Tutorial - || Advanced Keylogger || Code Walk-through || Hacking/Info-Sec ||

This tool is only for testing and academic purposes and can only be used where strict consent has been given. Do not use it for illegal purposes! It is the end user’s responsibility to obey all appli…

This is a fun application of image processing which enables you to experience the magic of an invisibility cloak. Let's make our childhood fantasy of using an invisibility cloak come true.

A tutorial for manim, a mathematical animation engine made by 3b1b

A tutorial for manim, a mathematical animation engine made by 3b1b for Python. Lets first get the manim repo and python dependencies using the terminal - !!!to my knowledge manim only works with pyth…

Jupyter notebooks and datasets for the interesting pandas/python/data science video series.

Jupyter notebooks and datasets for the interesting pandas/python/data science video series. You can find nice guide about GitHub contribution: For people who are interested in data science, data anal…

Code examples from the blog post "Advanced Form Rendering with Django Crispy Forms"

Code example used in the tutorial "Advanced Form Rendering with Django Crispy Forms". First, clone the repository to your local machine: Install the requirements: Apply the migrations: Finally, run t…

Django Authentication Video Tutorial

Code example used in the tutorial series on Django Authentication. First, clone the repository to your local machine: Install the requirements: Apply the migrations: Finally, run the development serv…

A Repository consisting of various visualisation libraries and tools

Yes, we have data and we have insights, now what? Obviously, the next step would be to communicate these findings with people so that they can take the necessary actions. One of the most effective wa…

Stress classifier with AutoML

This repository presents an automated machine learning approach in Python to create a stress monitoring system with data from devices such as fitness trackers. With the rising popularity of trackers …

Learn Django bit by bit in this series

Learn Django bit by bit in this series.

Here, we will be showcasing our seminar series “CPP for Image Processing and Machine Learning” including presentations and code examples. There are image processing and machine learning libraries out there which use C++ as a base and have become industry standards (ITK for medical imaging, OpenCV for computer vision and machine learning, Eigen for linear algebra, Shogun for machine learning). The documentation provided with these packages, though extensive, assume a certain level of experience with C++. Our tutorials are intended for those people who have basic understanding of medical image processing and machine learning but who are just starting to get their toes wet with C++ (and possibly have prior experience with Python or MATLAB). Here we will be focusing on how someone with a good theoretical background in image processing and machine learning can quickly prototype algorithms using CPP and extend them to create meaningful software packages.

Welcome to CBICA’s C++ learning resource. Here, we will be showcasing our seminar series "CPP for Image Processing and Machine Learning" including presentations and code examples. The documentation p…

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

A complete tutorial in python for Data Analysis and Machine Learning

This tutorial doesn't assume any prior knowledge in python, or any other background in programming languages. The whole tutorial is written in jupyter notebooks, which I feel is the best platform for…

Source code for Django for APIs

Open Source Indonesian Python Programming Tutorial Site

Belajarpython adalah situs kolaboratif tutorial pemrograman Python bahasa Indonesia

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph

This repository aims to provide tutorials for implementing various visualisations using Seaborn, Plotly, Bokeh, Networkx and even a sample report built using Tableau. -- Since some plots are interact…

Learn how to leverage Python's amazing tools to scrape data from other websites. The end goal of this course is to scrape blogs to analyze trending keywords and phrases. We'll be using Python 3.6, Requests, BeautifulSoup, Asyncio, Pandas, Numpy, and more!

Learn how to leverage Python's amazing tools to scrape data from other websites. The end goal of this course is to scrape blogs to analyze trending keywords and phrases. We'll be using Python 3.6, Re…

TensorFlow-Multiclass-Image-Classification-using-CNN-s

Balanced Multiclass Image Classification with TensorFlow on Python.

It is a ready-to-run code. No MNIST or CIFAR-10. This is a repository containing datasets of 5200 training images of 4 classes and 1267 testing images.No problematic image. Just extract files from mu…

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