Research & Education

JGGL is an iOS mobile application designed as an immersive platform for users to engage with AI-generated content. It empowers individuals to create a variety of media, including visuals, music, and videos, leveraging artificial intelligence to foster creativity and inspiration. A key feature of the app is its unique 360° feed, which facilitates boundless discovery of diverse AI-created media from other users. This platform aims to be a central hub for both the creation and consumption of AI-generated artistic expressions.

CADL is an open-source repository designed to support learning in "Creative Applications of Deep Learning with TensorFlow." It provides comprehensive course materials, including detailed lecture transcripts and practical homework assignments, all presented as interactive Jupyter Notebooks. This resource is ideal for individuals looking to learn and experiment with deep learning concepts using TensorFlow. The repository also includes a dedicated Python package containing code developed throughout the course, facilitating hands-on practice and deeper understanding of the subject matter.

Storynest is an AI-powered platform that was designed for interactive storytelling, allowing users to create personalized and engaging narratives. It previously offered features like interactive character conversations and AI-narrated audio tales, supporting multilingual content creation. The platform was suitable for a diverse audience including children, teachers, authors, and parents. However, the website currently indicates that the domain storynest.ai is connected to a Bubble application whose plan does not support a custom domain, rendering the service inaccessible at this time. Users interested in this tool would need to monitor its status for future availability.

Summarize PDF & Text with AI, also known as SummarizeDoc, is a mobile application specifically designed for iOS devices. This tool leverages artificial intelligence to provide rapid summarization and interactive capabilities for various document types. Users can instantly summarize PDFs, Google Docs, and content from websites. The app supports over 20 languages, offering quick 'TLDR' (Too Long; Didn't Read) insights and includes a chat assistant feature. Its primary goal is to help users efficiently process complex information and save valuable time.

bio_embeddings is a specialized tool designed to generate protein embeddings directly from protein sequences. This capability allows users to rapidly predict the structure and function of proteins based on their sequence data. The tool aims to simplify complex bioinformatics tasks by providing an efficient method for protein analysis. It offers comprehensive resources, including detailed documentation and a chat platform, to support users in learning and utilizing its features. bio_embeddings is also available as open-source code, promoting transparency and community contributions.

AI Ethics Lab is a collaborative initiative dedicated to addressing ethical challenges in the design and development of artificial intelligence. It brings together a diverse group of researchers and practitioners from various fields, including computer science, law, and philosophy, to foster a multidisciplinary approach. The primary goal of the lab is to embed ethical considerations into the foundational stages of AI technology development, rather than as an afterthought. It offers valuable ethics guidance and support to a broad audience, including researchers, AI developers, and policymakers, helping them navigate the complex ethical landscape of AI.

basic-memory is an open-source solution specifically designed to equip AI conversations with memory. This tool enables artificial intelligence systems to remember and reference previous interactions, fostering more coherent and contextually aware dialogues. It offers cross-device and multi-platform compatibility, ensuring flexibility in deployment. Additionally, basic-memory includes functionality for local knowledge graph storage, providing a robust mechanism for retaining and organizing conversational data.

Flexi: Language Flashcards is a dedicated language learning application designed to help users acquire new languages efficiently. The tool leverages artificial intelligence to create dynamic flashcards, which are then integrated with a spaced repetition system. This combination aims to personalize the learning journey, adapting to individual progress and ensuring effective memorization of vocabulary and grammar. It focuses on making language acquisition more accessible and tailored to the user's needs.

Random Daily Art AI is a free daily newsletter that brings AI-generated art directly to your inbox. This service aims to provide a consistent source of artistic inspiration for its subscribers. By delivering new AI art pieces daily, it helps users explore and discover various AI art styles and techniques. It is particularly well-suited for art enthusiasts and creatives looking to broaden their artistic horizons and stay updated with the latest in AI-generated art.

AI Patasala is a training and consulting firm focused on data science, machine learning, and artificial intelligence. The firm provides software as a service with multi-domain solutions designed to improve decision-making processes. Beyond consulting, AI Patasala offers comprehensive training courses in these advanced technological fields. It also provides career support services, aiming to assist students in their professional development and help them advance in their careers within the AI and data science industries.

complexPyTorch is an open-source library designed to facilitate the use of complex-valued neural networks within the PyTorch framework. It offers a suite of tools and functionalities specifically for handling complex tensors and performing operations relevant to complex-valued neural networks. The library was particularly useful for developers working with complex numbers in neural networks prior to PyTorch's native support, streamlining the development process and enabling more advanced computational models.

causal-ml provides a comprehensive, curated list of essential papers and resources for anyone interested in the intersection of causal inference and machine learning. This repository is designed to be a central hub for researchers and practitioners, offering valuable materials across various sub-topics. The collection includes resources on surveys, individual treatment effects, representation learning, and policy learning. Inspired by similar successful projects like GNNpapers, causal-ml also encourages community contributions to keep the list updated and expansive.

brainstorm was an open-source neural network framework that offered tools for developing and experimenting with neural networks. It allowed users to build and test various neural network architectures. The project is no longer actively maintained, and its creators recommended transitioning to more current and supported frameworks such as TensorFlow or Chainer. These alternative frameworks provide enhanced features and improved performance, making them more suitable for contemporary AI development.

Primrose is an educational platform focused on artificial intelligence. It provides structured learning opportunities through evening courses and bootcamps. The curriculum is designed to cover key areas such as machine learning and deep learning, aiming to equip individuals with practical skills in these rapidly evolving fields. The platform caters to those looking to enhance their knowledge and capabilities in AI.

Safe Sign Technologies is focused on creating a specialized Large Language Model (LLM) tailored for the legal domain. The primary goal is to address and solve the 'AI trust problem' within legal applications, thereby making reliable legal advice more accessible to a broader audience. The team behind Safe Sign Technologies comprises individuals with backgrounds from prestigious institutions such as Cambridge, MIT, Oxford, and Harvard, indicating a strong academic foundation for their work.

GenCode Labs offers AI solutions focused on SEO, machine learning, deep learning, and general AI technologies. The company assists businesses in utilizing data and artificial intelligence to improve their growth trajectories and operational efficiency. Their service offerings encompass custom AI solution development, strategic SEO planning, and the development and training of AI models tailored to specific business needs. GenCode Labs aims to be a partner for organizations looking to integrate advanced AI capabilities into their operations.

Awesome_GPT_Super_Prompting is a comprehensive collection of resources dedicated to the intricate world of GPT prompt engineering and its associated security implications. The repository offers valuable information on various aspects, including methods for ChatGPT jailbreaks, instances of prompt leaks, and detailed explanations of prompt injection techniques. This makes it an essential resource for both researchers and practitioners who are keenly interested in understanding the security vulnerabilities and robust engineering practices surrounding large language models and prompt design.

Aitia is a platform that leverages artificial intelligence and digital twin technology to streamline the drug discovery process. It is designed to assist pharmaceutical companies and researchers in their efforts to identify and develop breakthrough drugs. The primary goal of Aitia is to significantly accelerate the timeline for finding novel treatments for various diseases, enhancing the efficiency and effectiveness of drug development.

Caffe is an open-source deep learning framework developed by Berkeley AI Research (BAIR). It emphasizes speed, expression, and modularity, making it suitable for a wide range of deep learning tasks. The framework is particularly well-suited for research and application development in areas such as computer vision. Caffe provides comprehensive tutorial documentation and DIY deep learning resources to help users get started and develop their projects effectively.

Cognify is an iOS mobile application specifically designed to enhance learning from video and audio content. It utilizes artificial intelligence to efficiently summarize YouTube videos and podcasts, converting them into organized study notes. The app's core functionality focuses on helping users quickly grasp key information and filter out irrelevant details. A notable feature is its support for time-stamped SmartNotes™, which allows for precise referencing within the original content. By highlighting important takeaways, Cognify aims to improve information retention and facilitate deeper reflection for its users.

Deep-review is a collaborative project focused on creating a comprehensive review paper detailing the applications of deep learning within the fields of genomics and precision medicine. The initiative aims to provide a valuable resource for researchers and students, offering in-depth insights into how these advanced AI techniques are being utilized. The project's repository hosts the manuscript and associated materials, designed to facilitate ongoing collaborative contributions and updates from the community. It is particularly useful for those seeking a thorough understanding of the current state and future directions at the convergence of deep learning, genomics, and precision medicine.

ControlNet is a neural network architecture specifically designed to enhance the control over diffusion models, particularly in the context of text-to-image generation. It achieves this by introducing additional conditions, giving users more precise manipulation capabilities over the output images. This tool is highly beneficial for individuals working in AI art and research, providing a method to guide the creative process and experiment with controlled image synthesis.

GiftHat is an AI-powered application designed to simplify the gift-finding process. It leverages artificial intelligence to offer personalized gift recommendations tailored to individual user preferences. The tool aims to help users discover unique and thoughtful gifts for a wide range of occasions, thereby reducing the time and effort typically involved in selecting the perfect present. GiftHat focuses on making gift selection more efficient and enjoyable.

channel-pruning is an open-source initiative dedicated to enhancing the efficiency of deep neural networks. It achieves this by implementing channel pruning techniques, which are designed to significantly reduce the computational overhead associated with very deep neural networks. The project offers valuable resources, including those related to the ICCV'17 paper on channel pruning, making it a relevant tool for researchers and developers working on optimizing AI models.