{"id":15043475,"url":"https://github.com/uppulurikalyani/ml-nexus","last_synced_at":"2025-04-12T22:29:13.096Z","repository":{"id":257138058,"uuid":"857422851","full_name":"UppuluriKalyani/ML-Nexus","owner":"UppuluriKalyani","description":"ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003cimg src=\"https://img.shields.io/github/issues/UppuluriKalyani/ML-Nexus\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/pulls\"\u003e\u003cimg src=\"https://img.shields.io/github/issues-pr/UppuluriKalyani/ML-Nexus\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/network/members\"\u003e\u003cimg src=\"https://img.shields.io/github/forks/UppuluriKalyani/ML-Nexus\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/stargazers\"\u003e\u003cimg src=\"https://img.shields.io/github/stars/UppuluriKalyani/ML-Nexus\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/graphs/contributors\"\u003e\u003cimg alt=\"GitHub contributors\" src=\"https://img.shields.io/github/contributors/UppuluriKalyani/ML-Nexus?color=2b9348\"\u003e\u003c/a\u003e\n\t\n### Welcome to the ML-NEXUS Zone⚙️⏳\n\u003c/div\u003e\n\n\n# ML-Nexus\n\nA collection of Machine Learning projects, experiments, and tutorials designed for open-source contribution and collaborative learning.\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/Mlnexus.webp\" width=\"200\" height=\"200\"\u003e\n\u003c/div\u003e\n\u003ch3\u003eJoin official \u003ca href=\"https://discord.gg/DjS7Uass\"\u003eDiscord Channel\u003c/a\u003e for discussion\u003c/h3\u003e\n\n## ML-Nexus\n\nWelcome to ML Nexus, an open-source hub for all things machine learning. This repository houses a diverse collection of projects ranging from beginner-friendly models to advanced AI applications. Whether you're a newcomer or a seasoned expert, you'll find something to contribute to. Dive into the world of neural networks, computer vision, NLP, and more. Join the community, share your ideas, and help shape the future of AI together!\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Natural%20Language%20Processing\"\u003eNatural Language Processing (NLP)\u003c/a\u003e\u003c/h2\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Natural%20Language%20Processing\"\u003e\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/nlp.jpg\"\nstyle=\"margin:10px;\" width=\"150px\" \nalt=\"Meshery - Service Mesh Management Plane\" align=\"left\" /\u003eNatural Language Processing (NLP)\u003c/a\u003e\nProjects in this area involve working with text data, such as sentiment analysis, language translation, text summarization, and chatbot development using techniques like tokenization, word embeddings, and transformers.\n\u003cbr /\u003e\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Computer%20Vision\"\u003eComputer Vision\u003c/a\u003e\u003c/h2\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Computer%20Vision\"\u003e\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/cv.jpg\"\nstyle=\"margin:10px;\" width=\"150px\" \nalt=\"Meshery - Service Mesh Management Plane\" align=\"left\" /\u003eComputer Vision\u003c/a\u003e\nContributors can explore projects related to image classification, object detection, facial recognition, and image segmentation using tools like OpenCV, convolutional neural networks (CNNs), and transfer learning.\n\u003cbr /\u003e\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Neural%20Networks\"\u003eNeural Networks\u003c/a\u003e\u003c/h2\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Neural%20Networks\"\u003e\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/nn.jpeg\"\nstyle=\"margin:10px;\" width=\"150px\" \nalt=\"Meshery - Service Mesh Management Plane\" align=\"left\" /\u003eNeural Networks\u003c/a\u003e\nNeural networks power most deep learning models. Contributions could include creating models for image classification, regression tasks, sequence prediction, and generative models using frameworks like TensorFlow or PyTorch.\n\u003cbr /\u003e\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Generative%20Models\"\u003eGenerative Models\u003c/a\u003e\u003c/h2\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Generative%20Models\"\u003e\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/gm.jpeg\"\nstyle=\"margin:10px;\" width=\"150px\" \nalt=\"Meshery - Service Mesh Management Plane\" align=\"left\" /\u003eGenerative Models\u003c/a\u003e\nThis includes working on projects related to Generative Adversarial Networks (GANs) for image generation, text-to-image models, or style transfer, contributing to fields like art creation and synthetic data generation.\n\u003cbr /\u003e\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Time%20Series%20Analysis\"\u003eTime Series Analysis\u003c/a\u003e\u003c/h2\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Time%20Series%20Analysis\"\u003e\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/tsa.jpeg\"\nstyle=\"margin:10px;\" width=\"150px\" \nalt=\"Meshery - Service Mesh Management Plane\" align=\"left\" /\u003eTime Series Analysis\u003c/a\u003e\nContributors can work on analyzing temporal data, building models for stock price prediction, climate forecasting, or IoT sensor data analysis using LSTM or GRU networks.\n\u003cbr /\u003e\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch2\u003e\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Transfer%20Learning\"\u003eTransfer Learning\u003c/a\u003e\u003c/h2\u003e\n\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/tree/main/Transfer%20Learning\"\u003e\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/tl.jpeg\"\nstyle=\"margin:10px;\" width=\"150px\" \nalt=\"Meshery - Service Mesh Management Plane\" align=\"left\" /\u003eTransfer Learning\u003c/a\u003e\nExplore projects where pre-trained models are fine-tuned for specific tasks, such as custom object detection or domain-specific text classification, reducing the need for extensive training data.\n\u003cbr /\u003e\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n## ⭐ How to get started with open source?\n\u003cimg src=\"https://github.com/Vi1234sh12/Face-X/blob/master/.github/Assests/isometric.png\" height=\"290px\" align=\"right\"/\u003e\n\nYou can refer to the following articles on the basics of Git and Github.\n\n- [Watch this video to get started, if you have no clue about open source](https://youtu.be/SYtPC9tHYyQ)\n- [Forking a Repo](https://help.github.com/en/github/getting-started-with-github/fork-a-repo)\n- [Cloning a Repo](https://help.github.com/en/desktop/contributing-to-projects/creating-a-pull-request)\n- [How to create a Pull Request](https://opensource.com/article/19/7/create-pull-request-github)\n- [Getting started with Git and GitHub](https://towardsdatascience.com/getting-started-with-git-and-github-6fcd0f2d4ac6)\n  \u003cbr\u003e\n  \u003cbr\u003e\n  \u003cbr\u003e\n  \u003cbr\u003e\n  \n\n## 💥 How to Contribute to ML-Nexus?\n\n- Take a look at the Existing [Issues](https://github.com/UppuluriKalyani/ML-Nexus/issues) or create your own Issues!\n- Wait for the Issue to be assigned to you.\n- Fork the repository\n\u003eclick on the uppermost button \u003cimg src=\"https://github.com/Vinamrata1086/Face-X/blob/master/Recognition-Algorithms/Facial%20Recognition%20using%20LBPH/images/fork.png\" width=50\u003e\n- Clone your forked copy of the project.\n\n```\ngit clone --depth 1 https://github.com/\u003cyour_user_name\u003e/ML-Nexus.git\n\n## Installation 👇\n\n```bash\npip install -r requirements.txt\n```\n- Have a look at [Contributing Guidelines](https://github.com/UppuluriKalyani/ML-Nexus/blob/master/CONTRIBUTING.md)\n- Read the [Code of Conduct](https://github.com/UppuluriKalyani/ML-Nexus/blob/master/CODE_OF_CONDUCT.md)\n\n\u003c/br\u003e\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eBack to top\u003c/a\u003e)\u003c/p\u003e\n\n\n## ❤️ Project Admin\n\n\u003ctable\u003e\n\t\u003ctr\u003e\n\t\t\u003ctd align=\"center\"\u003e\n\t\t\t\u003ca href=\"https://github.com/UppuluriKalyani\"\u003e\n\t\t\t\t\u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/kals.jpg\" width=\"100px\" alt=\"\" /\u003e\n\t\t\t\t\u003cbr /\u003e \u003csub\u003e\u003cb\u003eUppuluri Kalyani\u003c/b\u003e\u003c/sub\u003e\n\t\t\t\u003c/a\u003e\n\t\t\t\u003cbr /\u003e \u003ca href=\"https://github.com/UppuluriKalyani\"\u003e \n\t\t👑 Admin\n\t    \u003c/a\u003e\n\t\t\u003c/td\u003e\n\t\u003c/tr\u003e\n\u003c/table\u003e\n\n\n\u003cp style=\"clear:both;\"\u003e\n\u003ch1\u003e\u003ca name=\"contributing\"\u003e\u003c/a\u003e\u003ca name=\"community\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus\"\u003eCommunity\u003c/a\u003e and \u003ca href=\"https://github.com/UppuluriKalyani/ML-nexus/blob/master/CONTRIBUTING.md\"\u003eContributing\u003c/a\u003e\u003c/h1\u003e\n  \u003cimg src=\"https://github.com/UppuluriKalyani/ML-Nexus/blob/main/img/com.jpg\" height=\"350\" width=\"50%\" align=\"left\"/\u003e\n\u003cp\u003ePlease do! Contributions\u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e \u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003e\u003c/a\u003e and \u003ca href=\" \"\u003epull requests\u003c/a\u003e are welcome.Contributors are expected to adhere to the\u003ca href=``https://github.com/UppuluriKalyani/ML-Nexus/blob/master/CODE_OF_CONDUCT.md/\"\u003e Code of Conduct\u003c/a\u003e.\n\u003c/p\u003e\n\u003cp\u003e\nJump into our \u003ca href=\"https://discord.gg/DjS7Uass\"\u003eDiscord\u003c/a\u003e!\n\u003c/p\u003e\n\u003cp\u003e\n\n\u003c/p\u003e\n\n\n\n\n\u003cbr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n\u003c!-- ------------------------------------------------------------------------------------------------------------------------------------------------------ --\u003e\n\u003c!-- ------------------------------------------------------------------------------------------------------------------------------------------------------------- --\u003e\n \u003cbr\u003e\n \u003cbr\u003e\n \u003cbr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n \u003ch2 align=\"center\"\u003eCode of Conduct\u003c/h2\u003e\n\nTo maintain a safe and inclusive space for everyone to learn and grow, contributors are advised to follow the [Code of Conduct](./CODE_OF_CONDUCT.md). \n \n\n\n\u003c!-- ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --\u003e\n\n\n\u003ch2 align=\"center\"\u003eFeedback\u003c/h2\u003e\n\nIf you have any feedback or suggestions please reach out to Project - Maintainer.  \n* [Uppuluri Kalyani](https://github.com/UppuluriKalyani)\n\n\nOr you can create a  \u003ca href=\"https://github.com/UppuluriKalyani/ML-Nexus/issues\"\u003eissue\u003c/a\u003e and mention there , which new features or extension can make this Project more good.\n\n\u003c!-- ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --\u003e\n\n\u003cbr\u003e\n  \n\u003cbr\u003e\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eBack to top\u003c/a\u003e)\u003c/p\u003e\n\n\u003chr\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n### Show some ❤️ by starring this awesome Repository!\n\n\u003c/div\u003e\n\n\u003c!-- ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --\u003e\n\u003c!-- ------------------------------------------------------------------------------------------------------------------------------------------------------------------ --\u003e\n\u003chr\u003e\n\n\n  \n\u003cdiv id=\"Bottom\"\u003e\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuppulurikalyani%2Fml-nexus","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fuppulurikalyani%2Fml-nexus","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuppulurikalyani%2Fml-nexus/lists"}