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algorithm

This repository contains solutions of some well know algorithms using Java programming language

artificial-neural-networks-problem-solving

This repository contains solutions of some problems solved by me as a part of course work assignments.

artificial_intelligence_with_python

awesome-bangla

A collection of tools, datasets and resources on Bangla computing

awesome-competitive-programming

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

bangla-programming-resources

bangla programming resources by me-shaon

cnn_fem

In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model and predict stress distribution over the plate for uncalculated forces.

coding-interview-university

A complete computer science study plan to become a software engineer.

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-workshop

The repository contains python codes, which I have developed as the facilitator of the two consecutive Deep Learning Workshops (I and II) for the master's students of computer science, University of Windsor.

deeplearning.ai-gans-specialization

A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera

diseaseprogrationmodel

Agent based simulation model to propagate the spread of infectious diseases considering social distancing and hospital capacity as the two key parameters.

driving_style_prediction

This repository contains driving behavior prediction and performance analysis using Deep Artificial Neural Networks and Decision Tree Classifier. The tree also saved in a PDF file for visual demonstration using "graphviz". The analysis has been performed on Aggressive Driving Datasets from the following Kaggle repository: https://www.kaggle.com/veeralakrishna/aggressive-driving-data

educational

fakenewsdetetction

Fake news detection using deep learning techniques.

fem-vs-pinns

fftmanagedcuda

This repository performs FFT calculation using GPU with the help of Cuda toolkit (cuFFT) available in Managed Cuda library (C#/.NET).

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

image_classification_using_cnn

This repository contains code and datasets and implementation of Canadian Medicinal Plants Classification using Convolution Neural Network (CNN) and Transfer Learning with the help of InceptionV3 library. The datasets has been collected from the internet images. The datasets collection and the implementation has been done as an assignment of Artificial Neural Network Course. Thanks to my teammates effort to collect the data, prepare the presentation and help in writing the report.

learning-mongodb-2835008

Learning MongoDB

lectures

Oxford Deep NLP 2017 course

lgl

Lifelong Graph Learning (CVPR 2022)

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

multi-factor-covid-19-dataset-for-canada

MCDC: A comprehensive Multi-factor COVID-19 Dataset for Canada

nn-zero-to-hero

Neural Networks: Zero to Hero

pinnacle

Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

pinnresearch

Physics-Informed Neural Networks: Forward/Inverse Modeling of Partial Differential Equations