Posts

A library to inspect itermediate layers of PyTorch models.

deep-learning
0
It’s often the case that we want to inspect intermediate layers of a model without modifying the code e.g. visualize attention matrices of language models, get values from an intermediate layer to feed to another layer, or applying a loss function to intermediate layers. Link
A simple approach for background task in Django

A simple approach for background task in Django

data-engineering, python
0
When there is a long running task, there are usually below 2 requirements: As a user, I want to know the progress of the task As a user, I want to get the output of the task if it is finished We will use the out of the box features Threading and Cache in Python and Django respectively to achieve this Link
Advanced Computer Vision with Python - Full Course

Advanced Computer Vision with Python - Full Course

data-science
0
Learn advanced computer vision using Python in this full course. You will learn state of the art computer vision techniques by building five projects with libraries such as OpenCV and Mediapipe. If you are a beginner, don’t be afraid of the term advance. Even though the concepts are advanced, Link
DeepChem Step-by-Step Tutorial

DeepChem Step-by-Step Tutorial

biophysics
0
In this tutorial series, you’ll learn how to use DeepChem to solve interesting and challenging problems in the life sciences. The tutorial acts as a introduction to DeepChem as well as application of DeepChem to a wide array of problems across domains like molecular machine learning, quantum chemistry, bioinformatics and material science. This tutorial series is continually updated with new DeepChem features and models as implemented and is designed to be accessible to beginners.
FastAPI Celery, Flower and Docker

FastAPI Celery, Flower and Docker

python
0
In this tutorial we integrate Celery into an existing FastAPI app, Redis and FastAPI, all within Docker containers. We finish off by implementing Flower to monitor Celery jobs and workers. Link Link