{"id":19560401,"url":"https://github.com/ashad001/ml-dl-projects","last_synced_at":"2025-09-13T06:47:08.195Z","repository":{"id":132423253,"uuid":"525484845","full_name":"Ashad001/ML-DL-Projects","owner":"Ashad001","description":"This repository contains a compilation of my Python projects and notebooks focusing on Machine Learning and Deep Learning.","archived":false,"fork":false,"pushed_at":"2024-03-27T13:11:57.000Z","size":5004,"stargazers_count":8,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-19T21:48:55.340Z","etag":null,"topics":["ai","classifier","cnn","computer-vision","deeplearning","machinelearning","nlp","regression","rnn"],"latest_commit_sha":null,"homepage":"https://www.kaggle.com/ashadqureshi","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Ashad001.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2022-08-16T17:45:28.000Z","updated_at":"2025-04-12T04:23:25.000Z","dependencies_parsed_at":null,"dependency_job_id":"0cc437e3-1f3d-4c33-b754-1b6fe25ab8f3","html_url":"https://github.com/Ashad001/ML-DL-Projects","commit_stats":null,"previous_names":["ashad001/ml-dl-projects"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Ashad001/ML-DL-Projects","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashad001%2FML-DL-Projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashad001%2FML-DL-Projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashad001%2FML-DL-Projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashad001%2FML-DL-Projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ashad001","download_url":"https://codeload.github.com/Ashad001/ML-DL-Projects/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashad001%2FML-DL-Projects/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274930265,"owners_count":25375712,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-13T02:00:10.085Z","response_time":70,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","classifier","cnn","computer-vision","deeplearning","machinelearning","nlp","regression","rnn"],"created_at":"2024-11-11T05:07:27.263Z","updated_at":"2025-09-13T06:47:08.160Z","avatar_url":"https://github.com/Ashad001.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Python Projects\n\nThis repository contains a collection of my Python projects related to Machine Learning (ML), Deep Learning (DL), computer vision and Natural Language Processing. Each project is implemented using Python (and jupyter notebooks) and includes a description, installation instructions, and usage examples.\n\nFeel free to explore the projects and use them as a reference or starting point for your own projects. If you find them helpful or have any suggestions for improvements, please let me know!\n\nNote: If you cant open the notebooks directly you can either download the notebook or copy the link and open in nbviewer for preview. \n\n## Project List\n\n1. **Project 1**: [Email Spam Detection](https://github.com/Ashad001/PythonProjects/tree/main/EmailSpamChecker)\n   - Description: Neural network-based email spam detection using TensorFlow.\n\n2. **Project 2**: [Titanic Survival Prediction](https://github.com/Ashad001/PythonProjects/tree/main/TitanicSurvivor)\n   - Description: Titanic survival prediction using Keras Neural Network with TensorFlow.\n\n3. **Project 3**: [House Price Prediction (Advanced)](https://github.com/Ashad001/ML-DL-Projects/tree/main/HousePricePrediction)\n   - Description: House price prediction using RandomForest and XGBoost algorithms.\n\n4. **Project 4**: [Handwritten Digit Recognition](https://github.com/Ashad001/ML-DL-Projects/tree/main/HandWrittenDigitClassification)\n   - Description: Neural Network-based multiclass classification on handwritten digits from the MNIST dataset.\n\n5. **Project 5**: [House Price Prediction in Streamlit](https://github.com/Ashad001/ML-DL-Projects/tree/main/House_Price_Prediction%20in%20Streamlit)\n   - Description: House price prediction visualized in Streamlit UI using Random Forest.\n\n6. **Project 6**: [Credit Card Fraud Detection](https://github.com/Ashad001/ML-DL-Projects/tree/main/CreditCard%20Fraud%20Detection)\n   - Description: Ongoing project for credit card fraud detection.\n\n7. **Project 7**: [Fashion MNIST Image Classification](https://github.com/Ashad001/ML-DL-Projects/tree/main/Fashion_mnist_classifier)\n   - Description: Demonstrates fashion item image classification using a Convolutional Neural Network (CNN) on the Fashion MNIST dataset with early stopping and model evaluation.\n\n8. **Project 8**: [Cats and Dogs Image Recognition](https://github.com/Ashad001/ML-DL-Projects/tree/main/Cats-Dog-Classifier)\n   - Description: This project aims to classify images of cats and dogs using image recognition and deep learning techniques.\n\n9. **Project 9**: [Sign Language Multi-Class Classification](https://github.com/Ashad001/ML-DL-Projects/tree/main/SignLanguageMNIST)\n      - Description: Multi-Class Classification of Sign Language MNIST using Convolutional Neural Networks.\n\n10. **Project 10**: [Generating Text in Poetry](https://github.com/Ashad001/ML-DL-Projects/tree/main/PoetryGenerator)\n      - Description: This project aims to create a    text generator model trained on Shakespeare's sonnets to predict the next word in a given text sequence.\n\n11. **Project 11**: [Sunspot Prediction](https://github.com/Ashad001/ML-DL-Projects/tree/main/Sunspots_analysis)\n       - Description: This project will use time series data of past sunspot data for prediction using RNNs and LSTMs.\n\n12. **Project 12**: [Temperature Prediction](https://github.com/Ashad001/ML-DL-Projects/tree/main/Temperature_analysis)\n      - Description: This project will use real-life time series data of temperature in Melbourne and make predictions using combinations of RNNs, CNNs, and LSTMs.\n\n13. **Project 13**: [Dialogue Summarization using Generative AI](https://github.com/Ashad001/ML-DL-Projects/tree/main/DialogueSummarize)\n      - Description: This project uses HuggingFace' FLAN-T5 model to summarize text and features techniques to improve model performance.  \n\n## Acknolegments\n\nSome projects are part of Lab assignments from deeplearning.ai courses and are mentioned in project's README!\n\n## Contributions\nContributions to the projects are welcome! If you have any bug fixes, feature enhancements, or new project suggestions, feel free to submit a pull request or open an issue.\n\n## Contact Information\n\nFor questions, suggestions, or collaborations, please contact [ashad001sp@gmail.com](mailto:ashad001sp@gmail.com).\n\n## License\nThis repository is licensed under the [GPL 3.0 License](https://github.com/Ashad001/ML-DL-Projects/blob/main/LICENSE).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashad001%2Fml-dl-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fashad001%2Fml-dl-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashad001%2Fml-dl-projects/lists"}