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1 Feb 15, 2022
QR-CODE-GRABBER - A PYTHON SCRIPT THAT ALLOWS A PERSON TO CREATE A QR CODE TOKEN
GRABBER
Qr Code Grabber Description Un script python qui permet a une personne de creer
2 Feb 15, 2022
YO-SNAKE - A BLEND OF YOLOV5 AND DEEPSNAKE
Yo-Snake A blend of yolov5 and deepsnake 结合了yolov5和Deepsnake模型 Deepsnake 模型代码比较复
6 Feb 16, 2022
RECENTLY RESOURCE
AN OVERVIEW OF THE PYTORCH MOBILE DEMO APPS
PyTorch Mobile provides a runtime environment to execute state-of-the-art
machine learning models on mobile devices. Latency is reduced, privacy
preserved, and models can run on mobile devices anytime, anywhere.
In this blog post, we provide a quick overview of 10 currently available PyTorch
Mobile powered demo apps running various state-of-the-art PyTorch 1.9 machine
learning models spanning images, video, audio and text.
It’s never been easier to deploy a state-of-the-art ML model to a phone. You
don’t need any domain knowledge in Machine Learning and we hope one of the below
examples resonates enough with you to be the starting point for your next
project.
Article Jun 21, 2021
PYTHON QUICK & EASY
Python Quick & Easy
Book Apr 13, 2021
PYTHON PROGRAMMING AND NUMERICAL METHODS: A GUIDE FOR ENGINEERS AND SCIENTISTS
This notebook contains an excerpt from the Python Programming and Numerical
Methods - A Guide for Engineers and Scientists, the content is also available
at Berkeley Python Numerical Methods.
Book Mar 12, 2021
IMAGE SEGMENTATION WITH A U-NET-LIKE ARCHITECTURE
Image segmentation model trained from scratch on the Oxford Pets dataset.
Article Mar 9, 2021
IMAGE CLASSIFICATION FROM SCRATCH
This example shows how to do image classification from scratch, starting from
JPEG image files on disk, without leveraging pre-trained weights or a pre-made
Keras Application model. We demonstrate the workflow on the Kaggle Cats vs Dogs
binary classification dataset.
We use the image_dataset_from_directory utility to generate the datasets, and we
use Keras image preprocessing layers for image standardization and data
augmentation.
Article Mar 9, 2021
CONVOLUTIONAL AUTOENCODER FOR IMAGE DENOISING
This example demonstrates how to implement a deep convolutional autoencoder for
image denoising, mapping noisy digits images from the MNIST dataset to clean
digits images. This implementation is based on an original blog post
titled Building Autoencoders in Keras by François Chollet.
Article Mar 9, 2021
100 PAGE PYTHON INTRO
Python is an interpreted, high-level and general-purpose programming language.
Python's design philosophy emphasizes code readability with its notable use of
significant whitespace. Its language constructs and object-oriented approach aim
to help programmers write clear, logical code for small and large-scale
projects.
Python is dynamically typed and garbage-collected. It supports multiple
programming paradigms, including structured (particularly, procedural),
object-oriented, and functional programming. Python is often described as a
"batteries included" language due to its comprehensive standard library.
As of December 2020 Python ranked third in TIOBE’s index of most popular
programming languages, behind C and Java.
Book Mar 4, 2021
MEMORY-EFFICIENT EMBEDDINGS FOR RECOMMENDATION SYSTEMS
This example demonstrates two techniques for building memory-efficient
recommendation models by reducing the size of the embedding tables, without
sacrificing model effectiveness:
1. Quotient-remainder trick, by Hao-Jun Michael Shi et al., which reduces the
number of embedding vectors to store, yet produces unique embedding vector
for each item without explicit definition.
2. Mixed Dimension embeddings, by Antonio Ginart et al., which stores embedding
vectors with mixed dimensions, where less popular items have reduced
dimension embeddings.
Article Feb 22, 2021
PYTHON CONCURRENCY: THE TRICKY BITS
An exploration of threads, processes, and coroutines in Python, with interesting
examples that illuminate the differences between each.
Article Feb 22, 2021
THE MAP OF ARTIFICIAL INTELLIGENCE (2020)
Notice: This map is not a precise reflection of the state of the AI field, but
just my subjective representation.
This is my first map as of the end of 2020 and will be extended in the future.
It contains more than 200 words or phrases, so to describe all of them would be
too extensive and overkill. Much more interesting (and useful for me) to tell
how this map was gradually building in my head. I will not explain everything,
just the main things, so it is normal not to understand something.
Article Feb 20, 2021
PYTHON 3.7.10 AND 3.6.13 SECURITY UPDATES NOW AVAILABLE
Python 3.7.10 and 3.6.13, the lastest security fix rollups for Python
3.7 and Python 3.6, are now available. You can find the release files, links to
the changelogs, and more information here:
https://www.python.org/downloads/release/python-3710/
https://www.python.org/downloads/release/python-3613/
These releases are source code only; Windows and macOS binary installers are not
provided for security fix releases.
Note that Python 3.9 is now the latest feature release series of Python 3. You
should consider upgrading to 3.9 as soon as practical. Get the latest release of
3.9.x here.
News Feb 19, 2021
PYTHON MICROSERVICES WITH GRPC
Learn how to build a robust and developer-friendly Python microservices
infrastructure using gRPC and Kubernetes. You’ll also explore advanced topics
such as interceptors and integration testing.
Article Feb 19, 2021
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