How to install Miniconda on Linux using SLURM (Step-by-step)

In this article, I teach you how to install miniconda on your allocated directory in SLURM.

Saman .E

3 Min read

Many developers and researchers use resource management for their calculation tasks. One of the well-known resource management is SLURM, which through that multiple job steps can be simultaneously submitted and queued, ...

Conda commands — All in one

In this article, I collected all of the conda’s commands from basic to advance;

Saman .E

2 Min read

`conda create` - Create a new conda environment, `conda activate `- Activate a specific conda environment, ...

Convolutional Neural Network

convolutional neural network (CNN) is a type of deep learning neural network that is used for image and video recognition tasks.

Saman .E

5 Min read

CNNs are composed of multiple layers, including convolutional layers, pooling layers, and fully connected layers. The convolutional layers are responsible for detecting patterns in the input data, while the pooling layers are used to reduce the spatial dimensions of the data. The fully...

PyTorch, Tensors, and deep-learning frameworks (A complete tutorial)

PyTorch was developed by FaceBook to build machine learning and deep models tools alongside process the of large-scale images.

Saman .E

13 Min read

In this article, we will learn about the basic concepts of the tensors, NumPy arrays, torch, and deep models on PyTorch, and we will build a deep model with a practical Jupyter NoteBook that you can download or work on it online.

Point Cloud Quality

Point Cloud Quality Assessment (PCQA) has achieved remarkable attention in recent years and applied to different point cloud media formats.

Saman .E

3 Min read

In the following article, the different terminologies regarding point cloud analysis, quality assessment categories, description metrics, dataset, etc are explained briefly.