mohanbhandari Goto Github PK

adversarial-attack

https://drive.google.com/drive/folders/1qdhLbKky2YvSC_9OTcAkLr-4uN5BZYDW?usp=sharing

ai_current_vs_future

ARTIFICIAL INTELLIGENCE CURRENT VS FUTURE CONTEXT

antcolony-edgedetection

Edge detection by Ant Colony Optimization,

antcolonyoptimization

Ant Colony Optimization Algorithm using Python.

artificial-intelligence

BIT Notes for Artificial Intelligence

asp.net_cf_mvc

b.sc.csit-c-notes

bim-dbms

computer-graphics

#PU_CG #ComputerGraphicsNote #PU

cplusplus

data_mining

eneryindexintroducedtoadam

The adjustment of learning rate(η), bias and different other parameters during back propagation are crucial for the performance of machine learning based algorithms. In support for better performance, by utilizing the exponential decay of past gradi- ents and their squares, Adam Optimization technique tries to tune different learning parameters. Still, the algorithm lacks involvement and calculations of frequently oc- curring features in individual neurons of the network which play significant role in adjusting the learning rate for the performance improvement of the algorithms. The study focuses on Energy Index Based Optimization Method which introduces the significance of frequently occurring features in Adam Optimization. Energy model of neuron is designed to calculate the energy index being based on the frequency of feature and Energy Index is calculated. Energy Index was taken into account along with Adam Optimizer. The performance of energy introduced Adam optimizer was experimented on Logistic Regression, Multi-Layer Perceptron and Support Vector Machine

extract-cifar-10-data-set

gait-analysis-mle

hate-speech-detection-survey

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

image-processing

BSCcs.IT Image Processing Slides

imaging_time_series

khanepani23feb

kmnist_pca

PCA is applied to KMIST and analysed

mle

mohanbhandari

Config files for my GitHub profile.

nepali-date-converter-dll

neural-network-architecture-diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

pis

social-and-professional-issues-in-it

sort_months_and_rainfall_in_c-

time_series_to_image

ultimate-notes-books-resources-for-ncit

Curated List of Notes, Books and other important resources for the student of Nepal College of Information and Technology(NCIT) - Pokhara University, Nepal

upgrade_to_ubuntu_20.04

xai-for-alzheimers