mahbubur-87

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

berlin-datathon-2021

BLINK

Entity Linker solution

brazilian-e-commerce-store-Olist

Three students in a university data science program analyzed a Brazilian e-commerce store, Olist, as a project for their Data Visualization course. They explored factors influencing top products and visualized results using selected features from principal component analysis.

de.hs-fulda.informatik.ucd

Smart Mirror Application Prototype

design-parking-spots

A data science graduate engaged in a Berlin datathon in 2022, merging datasets from two districts for a course project. The resultant dataset informed parking spot design, revealing insights valuable to city council officials.

fashion-wizard

Clothes shopping evolves with technology. Online shopping, boosted by COVID-19, sees a surge. Quick responses are crucial; chatbots dominate, offering swift assistance. Voice assistants enhance this trend, with 20% of searches being voice-based. Image processing aids in visual searches, facilitating quick, accurate decisions for consumers.

llm-prompt-architecture-evaluation

This thesis evaluates Large Language Models (LLMs) using the Chain-of-Thought (CoT) prompting architecture. It employs Iterative Chain-of-Thought (Iter CoT) for analysis, utilizing various LLMs including Alpaca LoRA 13B and 30B. Results show improved accuracy with Iter CoT, notably with Alpaca LoRA 13B, outperforming ChatGPT models.

msd-datathon-2023

SE-Europe-Data_Challenge_Template

Template repository to work with for the NUWE - Schneider Electric European Data Science Challenge in November 2023.

mahbubur-87/de.hs-fulda.informatik.ucd

Smart Mirror Application Prototype

mahbubur-87/fashion-wizard

Clothes shopping evolves with technology. Online shopping, boosted by COVID-19, sees a surge. Quick responses are crucial; chatbots dominate, offering swift assistance. Voice assistants enhance this trend, with 20% of searches being voice-based. Image processing aids in visual searches, facilitating quick, accurate decisions for consumers.

mahbubur-87/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

mahbubur-87/berlin-datathon-2021

mahbubur-87/BLINK

Entity Linker solution

mahbubur-87/brazilian-e-commerce-store-Olist

Three students in a university data science program analyzed a Brazilian e-commerce store, Olist, as a project for their Data Visualization course. They explored factors influencing top products and visualized results using selected features from principal component analysis.

mahbubur-87/de.hs-fulda.informatik.biig

Its a native iOS app using Swift 4 and individual part of team project in Master's course work of Global Distributed Software Development, HS-Fulda University of Applied Sciences.

mahbubur-87/de.hs-fulda.informatik.mdd

Model Driven Development Assignments using Xtend, OCL and QVT

mahbubur-87/de.hs-fulda.informatik.middleware

Servlet, J2EE(Session Bean, Message Driven Bean), JPA, Hibernate

mahbubur-87/de.hs-fulda.informatik.quantum-field

A simulation of a formula using Python, Numpy, SciPy, Tensorflow and Matplotlib

mahbubur-87/design-parking-spots

A data science graduate engaged in a Berlin datathon in 2022, merging datasets from two districts for a course project. The resultant dataset informed parking spot design, revealing insights valuable to city council officials.

mahbubur-87/llm-prompt-architecture-evaluation

This thesis evaluates Large Language Models (LLMs) using the Chain-of-Thought (CoT) prompting architecture. It employs Iterative Chain-of-Thought (Iter CoT) for analysis, utilizing various LLMs including Alpaca LoRA 13B and 30B. Results show improved accuracy with Iter CoT, notably with Alpaca LoRA 13B, outperforming ChatGPT models.

mahbubur-87/msd-datathon-2023

mahbubur-87/news-classifier-v1.1

A project in "Data Science Application Workflow and Design" involved building a news classifier using Python, sklearn, and numpy. It categorizes news titles into topics like politics, business, and sports, utilizing Decision Tree Classification with hyperparameter optimization through K-fold Cross Validation.

mahbubur-87/SE-Europe-Data_Challenge_Template

Template repository to work with for the NUWE - Schneider Electric European Data Science Challenge in November 2023.

mahbubur-87/de.hs-fulda.informatik.cv.image-stitching

Image Stitching

mahbubur-87/de.hs-fulda.informatik.sdp.quantum-field-acceleration

Acceleration of Quantum Field Theory calculations using Machine Learning packages

mahbubur-87/examples

TensorFlow examples

mahbubur-87/faiss

A library for efficient similarity search and clustering of dense vectors.

mahbubur-87/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

mahbubur-87/green-planner

The polls app from the official Django tutorial, that demonstrates how to build data-driven Python apps in Azure App Service.

mahbubur-87/green-planner-2

mahbubur-87/green-planner-frontend

frontend repository

mahbubur-87/MagicMirror

MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.

mahbubur-87/mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch

mahbubur-87/nlp_fun_review_generator

mahbubur-87/pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

mahbubur-87/smoothquant

SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

mahbubur-87/strassenraumkarte-neukoelln

Straßenraum- und Parkraumkarte für den Berliner Ortsteil Neukölln.

mahbubur-87/SuperPointPretrainedNetwork

PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)