Shaon Bhatta Shuvo's repositories
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.
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
DiseaseProgrationModel
Agent based simulation model to propagate the spread of infectious diseases considering social distancing and hospital capacity as the two key parameters.
FakeNewsDetetction
Fake news detection using deep learning techniques.
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.
ReportAnalytics---Editied-Version
This is collaborative project on building report analytics software.
Artificial-Neural-Networks-Problem-Solving
This repository contains solutions of some problems solved by me as a part of course work assignments.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
deeplearning.ai-GANs-Specialization
A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera
FFTManagedCuda
This repository performs FFT calculation using GPU with the help of Cuda toolkit (cuFFT) available in Managed Cuda library (C#/.NET).
Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Learning-MongoDB-2835008
Learning MongoDB
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
pinnsforsolids
Physics-informed Neural Networks for solving example continuum mechanics problems, for MIT class 18.337.
Segment-Any-Anomaly
Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".