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snippets Public
My personal collection of programming snippets, database queries, and study materials for quick reference and learning.
UpdatedMar 20, 2025 -
springbootjpa-simple-api Public
A simple Book Rental API built using Spring Boot 3.4.3 and Java 21
Java UpdatedFeb 23, 2025 -
ml-projects-for-fun Public
Explore machine learning projects that include supervised, unsupervised, and reinforcement learning. These projects cover classification, regression, natural language processing, time-series analys…
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golf-ball-detection Public
This project designs a simple object detection model for detecting golf balls using the Detecto library. It utilizes PyTorch as its base framework and primarily employs the Faster R-CNN model as it…
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forex-factory-scraper Public
This script scrapes the Forex Factory calendar for economic events, including the date, time, currency, event, impact level, actual value, forecast, and previous value. The data is saved in CSV fil…
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snort3-docker Public
This repository provides a master setup for a Snort3 container, designed to be modified and manipulated according to your needs.
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PositionSizer Public
Forked from EarnForex/PositionSizerCalculate your position size based on the risk and account size and execute your trades with this free MetaTrader expert advisor.
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explainable-ai-pneumonia Public
Visualizing Pneumonia Detection in Chest X-Ray Images: Enhancing Transparency and Understanding with Explainable AI using Grad-CAM and VGG19
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Deep learning-based segmentation with U-Net architecture on Oxford-IIIT Pet dataset, leveraging VGG16 model.
Jupyter Notebook UpdatedMay 20, 2023 -
This project implements a time series prediction model for the EUR/USD currency pair, which is one of the most actively traded currency pairs in the forex market.
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Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.
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phoenix Public
Forked from Arize-ai/phoenixML Observability in a Notebook - Uncover Insights, Surface Problems, Monitor, and Fine Tune your Generative LLM, CV and Tabular Models
Python Other UpdatedMay 17, 2023 -
reinforcement-learning Public
This repository contains a variety of projects related to reinforcement learning, showcasing different approaches to implementing it in various scenarios.
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data-structure-fundamental Public
This repository provides a comprehensive exploration of fundamental data structures used in computer science and software development. It covers essential data structures such as arrays, linked lis…
Jupyter Notebook UpdatedMay 11, 2023 -
flickr30k-image-captioning Public
"Flickr30k_image_captioning" is a project or repository focused on image captioning using the Flickr30k dataset. The project aims to develop and showcase algorithms and models that generate descrip…
Jupyter Notebook UpdatedMay 2, 2023 -
scut-head-object-detection Public
This repository is dedicated to the task of object detection specifically for detecting human heads. The project focuses on developing and implementing algorithms and models that can accurately det…
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medium-pred-next-words Public
This project aims to predict the next words in a sentence using a language model trained on the Medium dataset, specifically focusing on generating likely sentences based on the initial words of a …
Jupyter Notebook UpdatedApr 29, 2023 -
flower-classification Public
This project aims to train a deep learning model using the flower-photos dataset, which consists of 5 classes of flowers: sunflowers, tulips, dandelions, roses, and daisies.
Jupyter Notebook UpdatedApr 29, 2023 -
mnist-digits-recognition Public
Implementation of digit recognition using the MNIST dataset. Train a model on grayscale handwritten digit images to accurately classify and predict numerical values of unseen digits.
machine-learning deep-learning tensorflow image-processing cnn image-classification digit-recognitionJupyter Notebook UpdatedApr 28, 2023 -
Awesome-Transformer-Attention Public
Forked from cmhungsteve/Awesome-Transformer-AttentionAn ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
UpdatedApr 28, 2023 -
TMDB_5000_Movie_recommendation_system is a repository for a hybrid movie recommendation system. Discover personalized movie recommendations based on user preferences and movie features using the TM…
nlp machine-learning deep-learning collaborative-filtering movie-recommendation-system content-based-filtering user-based-recommendationJupyter Notebook UpdatedApr 20, 2023 -
cat-dogs-classification Public
This project is a deep learning model for image classification of cats and dogs using the popular Kaggle dataset containing 25,000 labeled images of cats and dogs.
Jupyter Notebook UpdatedApr 16, 2023 -
us-insurance-regression Public
In this project, I utilize the Insurance US dataset to predict health insurance costs based on various input features, enabling insights into the factors influencing insurance charges.
Jupyter Notebook UpdatedApr 12, 2023 -
fashion-mnist-classification Public
This project focuses on implementing a machine learning model for fashion image classification using the Fashion MNIST dataset.
Jupyter Notebook UpdatedApr 12, 2023 -
imdb-sentiment-analysis Public
This project focuses on the utilization of the large movie review dataset, which provides an extensive collection of data for binary sentiment classification.
Jupyter Notebook UpdatedApr 11, 2023 -
food-101-classification Public
This project utilizes transfer learning with the EfficientNetB7 model for image classification on a challenging food dataset consisting of 101 food categories and 101,000 images
computer-vision deep-learning image-classification transfer-learning efficientnetb7 food-datasets 101-categoriesJupyter Notebook UpdatedApr 9, 2023 -
This project explores the fundamental aspects of natural language processing (NLP) using the PubMed200kRCT_medical_abstracts dataset, comprising approximately 200,000 labeled Randomized Controlled …
Jupyter Notebook UpdatedApr 8, 2023
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