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Amir Masoud Sefidian
2021-04-28
Categories
Artificial Intelligence
Data Science
Machine Learning
Python
Python Scipy sparse matrices explained
7
mins read
Consider a two-dimensional data set consisting of 5 rows and 7 columns, where each element contains a value. Such data
[…]
2021-03-26
Categories
Artificial Intelligence
Data Science
Deep Learning
Machine Learning
Handling cyclical features, such as hours in a day, for machine learning pipelines with Python example
11
mins read
What’s the difference between 23 and 1? If we’re talking about time, it’s 2. Hours of the day, days of
[…]
2021-03-01
Categories
Artificial Intelligence
Python
Reinforcement Learning
REINFORCE Algorithm explained in Policy-Gradient based methods with Python Code
17
mins read
Policy gradients Policy gradients is a family of algorithms for solving reinforcement learning problems by directly optimizing the policy in
[…]
2020-11-20
Categories
Artificial Intelligence
Deep Learning
Machine Learning
PyTorch
Steps to setup PyTorch with GPU for NVIDIA GTX 960m (Asus VivoBook n552vw) in Ubuntu
3
mins read
In this post, I’m gonna describe the steps I used to utilize GPU for the PyTorch Deep Learning framework on
[…]
2020-01-13
Categories
Artificial Intelligence
Computer Vision
Deep Learning
RCNN, Fast RCNN, and faster RCNN algorithms for Object Detection Explained
23
mins read
Table of Contents 1. A Simple Way of Solving an Object Detection Task (using Deep Learning) The below image is
[…]
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