Kubeflow

Kubeflow is an open-source machine learning (ML) toolkit that makes deploying ML workflows on Kubernetes simple, portable, and scalable. It provides a unified interface for model training, serving, and hyperparameter tuning, and supports a variety of popular ML frameworks including PyTorch, TensorFlow, and XGBoost. Kubeflow is designed to be used with Kubernetes, a container orchestration system that automates the deployment, management, and scaling of containerized applications.

Datature is an all-in-one platform for building and deploying computer vision models. It provides tools for data management, annotation, training, and deployment, making it easy to develop and implement computer vision solutions. Datature is used by a variety of industries, including healthcare, retail, manufacturing, and agriculture.

Predibase is a platform for fine-tuning and serving Large Language Models (LLMs). It provides a cost-effective and efficient way to train and deploy LLMs for a variety of tasks, including classification, information extraction, customer sentiment analysis, customer support, code generation, and named entity recognition. Predibase is built on proven open-source technology, including LoRAX, Ludwig, and Horovod.

Roboflow is an AI tool designed for computer vision tasks, offering a platform that allows users to annotate, train, deploy, and perform inference on models. It provides integrations, ecosystem support, and features like notebooks, autodistillation, and supervision. Roboflow caters to various industries such as aerospace, agriculture, healthcare, finance, and more, with a focus on simplifying the development and deployment of computer vision models.

Caffe is a deep learning framework developed by Berkeley AI Research (BAIR) and community contributors. It is designed for speed, modularity, and expressiveness, allowing users to define models and optimization through configuration without hard-coding. Caffe supports both CPU and GPU training, making it suitable for research experiments and industry deployment. The framework is extensible, actively developed, and tracks the state-of-the-art in code and models. Caffe is widely used in academic research, startup prototypes, and large-scale industrial applications in vision, speech, and multimedia.

Anyscale is a company that provides a scalable compute platform for AI and Python applications. Their platform includes a serverless API for serving and fine-tuning open LLMs, a private cloud solution for data privacy and governance, and an open source framework for training, batch, and real-time workloads. Anyscale's platform is used by companies such as OpenAI, Uber, and Spotify to power their AI workloads.

Metaflow is an open-source framework for building and managing real-life ML, AI, and data science projects. It makes it easy to use any Python libraries for models and business logic, deploy workflows to production with a single command, track and store variables inside the flow automatically for easy experiment tracking and debugging, and create robust workflows in plain Python. Metaflow is used by hundreds of companies, including Netflix, 23andMe, and Realtor.com.

MLflow is an open source platform for managing the end-to-end machine learning (ML) lifecycle, including tracking experiments, packaging models, deploying models, and managing model registries. It provides a unified platform for both traditional ML and generative AI applications.

TensorFlow is an end-to-end platform for machine learning. It provides a wide range of tools and resources to help developers build, train, and deploy ML models. TensorFlow is used by researchers and developers all over the world to solve real-world problems in a variety of domains, including computer vision, natural language processing, and robotics.

LangChain is a framework for developing applications powered by large language models (LLMs). It simplifies every stage of the LLM application lifecycle, including development, productionization, and deployment. LangChain consists of open-source libraries such as langchain-core, langchain-community, and partner packages. It also includes LangGraph for building stateful agents and LangSmith for debugging and monitoring LLM applications.

ONNX is an open standard for machine learning interoperability, providing a common format to represent machine learning models. It defines a set of operators and a file format for AI developers to use models across various frameworks, tools, runtimes, and compilers. ONNX promotes interoperability, hardware access, and community engagement.

Pezzo is an open-source platform that enables developers to build, test, monitor, and ship AI features quickly and efficiently. It provides a range of powerful features to streamline the workflow, including prompt management, observability, troubleshooting, and collaboration tools. With Pezzo, teams can deliver impactful AI features in sync and optimize for cost and performance.

Clarifai is a full-stack AI developer platform that provides a range of tools and services for building and deploying AI applications. The platform includes a variety of computer vision, natural language processing, and generative AI models, as well as tools for data preparation, model training, and model deployment. Clarifai is used by a variety of businesses and organizations, including Fortune 500 companies, startups, and government agencies.

Clarifai is a full-stack AI platform that provides developers and ML engineers with the fastest, production-grade deep learning platform. It offers a wide range of features, including data preparation, model building, model operationalization, and AI workflows. Clarifai is used by a variety of companies, including Fortune 500 companies and startups, to build AI applications in a variety of industries, including retail, manufacturing, and healthcare.

NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and high-level mathematical functions to perform operations on these arrays. It is the fundamental package for scientific computing with Python and is used in a wide range of applications, including data science, machine learning, and image processing. NumPy is open source and distributed under a liberal BSD license, and is developed and maintained publicly on GitHub by a vibrant, responsive, and diverse community.

Wolfram is a comprehensive platform that unifies algorithms, data, notebooks, linguistics, and deployment to provide a powerful computation platform. It offers a range of products and services for various industries, including education, engineering, science, and technology. Wolfram is known for its revolutionary knowledge-based programming language, Wolfram Language, and its flagship product Wolfram|Alpha, a computational knowledge engine. The platform also includes Wolfram Cloud for cloud-based services, Wolfram Engine for software implementation, and Wolfram Data Framework for real-world data analysis.

Kubeflow is an open-source machine learning (ML) toolkit that makes deploying ML workflows on Kubernetes simple, portable, and scalable. It provides a unified interface for model training, serving, and hyperparameter tuning, and supports a variety of popular ML frameworks including PyTorch, TensorFlow, and XGBoost. Kubeflow is designed to be used with Kubernetes, a container orchestration system that automates the deployment, management, and scaling of containerized applications.

Lobe is a machine learning application that provides an easy-to-use tool for training machine learning models and deploying them to any platform. It offers various features such as creating image-based datasets, working with Python toolsets, and bootstrapping machine learning models for iOS, Android, and web platforms. Lobe aims to simplify the process of developing machine learning models for individuals and organizations.

Anote is a human-centered AI company that provides a suite of products and services to help businesses improve their data quality and build better AI models. Anote's products include a data labeler, a private chatbot, a model inference API, and a lead generation tool. Anote's services include data annotation, model training, and consulting.

HappyML is an AI tool designed to assist users in machine learning tasks. It provides a user-friendly interface for running machine learning algorithms without the need for complex coding. With HappyML, users can easily build, train, and deploy machine learning models for various applications. The tool offers a range of features such as data preprocessing, model evaluation, hyperparameter tuning, and model deployment. HappyML simplifies the machine learning process, making it accessible to users with varying levels of expertise.

Release.ai is an AI-centric platform that allows developers, operations, and leadership teams to easily deploy and manage AI applications. It offers pre-configured templates for popular open-source technologies, private AI environments for secure development, and access to GPU resources. With Release.ai, users can build, test, and scale AI solutions quickly and efficiently within their own boundaries.

Substratus.AI is a fully managed private LLMs platform that allows users to serve LLMs (Llama and Mistral) in their own cloud account. It enables users to keep control of their data while reducing OpenAI costs by up to 10x. With Substratus.AI, users can utilize LLMs in production in hours instead of weeks, making it a convenient and efficient solution for AI model deployment.

Baseten is a machine learning infrastructure that provides a unified platform for data scientists and engineers to build, train, and deploy machine learning models. It offers a range of features to simplify the ML lifecycle, including data preparation, model training, and deployment. Baseten also provides a marketplace of pre-built models and components that can be used to accelerate the development of ML applications.

GPUX is a cloud platform that provides access to GPUs for running AI workloads. It offers a variety of features to make it easy to deploy and run AI models, including a user-friendly interface, pre-built templates, and support for a variety of programming languages. GPUX is also committed to providing a sustainable and ethical platform, and it has partnered with organizations such as the Climate Leadership Council to reduce its carbon footprint.

UBIAI is a powerful text annotation tool that helps businesses accelerate their data labeling process. With UBIAI, businesses can annotate any type of document, including PDFs, images, and text. UBIAI also offers a variety of features to make the annotation process easier and more efficient, such as auto-labeling, multi-lingual annotation, and team collaboration. With UBIAI, businesses can save time and money on their data labeling projects.

Tredence is a data science and AI services company that provides end-to-end solutions for businesses across various industries. The company's services include data engineering, data analytics, AI consulting, and machine learning operations (MLOps). Tredence has a team of experienced data scientists and engineers who use their expertise to help businesses solve complex data challenges and achieve their business goals.

AI Jobs is a curated list of the best AI jobs for developers, designers and marketers. It provides a platform for companies to post their AI-related job openings and for job seekers to find their dream AI job. The website also includes a blog with articles on the latest AI trends and technologies.

Amazon SageMaker Python SDK is an open source library for training and deploying machine-learned models on Amazon SageMaker. With the SDK, you can train and deploy models using popular deep learning frameworks, algorithms provided by Amazon, or your own algorithms built into SageMaker-compatible Docker images.

ClearML is an open-source, end-to-end platform for continuous machine learning (ML). It provides a unified platform for data management, experiment tracking, model training, deployment, and monitoring. ClearML is designed to make it easy for teams to collaborate on ML projects and to ensure that models are deployed and maintained in a reliable and scalable way.

MLflow is an open source platform for managing the end-to-end machine learning (ML) lifecycle, including tracking experiments, packaging models, deploying models, and managing model registries. It provides a unified platform for both traditional ML and generative AI applications.

Comet ML is a machine learning platform that integrates with your existing infrastructure and tools so you can manage, visualize, and optimize models—from training runs to production monitoring.

Comet ML is a machine learning platform that integrates with your existing infrastructure and tools so you can manage, visualize, and optimize models—from training runs to production monitoring.

Metaflow is an open-source framework for building and managing real-life ML, AI, and data science projects. It makes it easy to use any Python libraries for models and business logic, deploy workflows to production with a single command, track and store variables inside the flow automatically for easy experiment tracking and debugging, and create robust workflows in plain Python. Metaflow is used by hundreds of companies, including Netflix, 23andMe, and Realtor.com.

PyTorch is an open-source machine learning library based on the Torch library. It is used for applications such as computer vision, natural language processing, and reinforcement learning. PyTorch is known for its flexibility and ease of use, making it a popular choice for researchers and developers in the field of artificial intelligence.

Apache MXNet is a flexible and efficient deep learning library designed for research, prototyping, and production. It features a hybrid front-end that seamlessly transitions between imperative and symbolic modes, enabling both flexibility and speed. MXNet also supports distributed training and performance optimization through Parameter Server and Horovod. With bindings for multiple languages, including Python, Scala, Julia, Clojure, Java, C++, R, and Perl, MXNet offers wide accessibility. Additionally, it boasts a thriving ecosystem of tools and libraries that extend its capabilities in computer vision, NLP, time series, and more.

RunPod is a cloud platform specifically designed for AI development and deployment. It offers a range of features to streamline the process of developing, training, and scaling AI models, including a library of pre-built templates, efficient training pipelines, and scalable deployment options. RunPod also provides access to a wide selection of GPUs, allowing users to choose the optimal hardware for their specific AI workloads.

Coursera is an online learning platform that offers courses, specializations, and degrees from top universities and companies. It provides a wide range of subjects, including business, computer science, data science, and more. Coursera also offers a variety of learning formats, including self-paced courses, live online classes, and guided projects. With Coursera, you can learn at your own pace and on your own schedule.

Streamlit is an open-source Python library that makes it easy to create and share beautiful and interactive web apps for data science and machine learning.

Practical Deep Learning for Coders is a free course designed for individuals with some coding experience who want to learn how to apply deep learning and machine learning to practical problems. The course covers topics such as building and training deep learning models for computer vision, natural language processing, tabular analysis, and collaborative filtering problems. It is based on a 5-star rated book and does not require any special hardware or software. The course is led by Jeremy Howard, a renowned expert in machine learning and the President and Chief Scientist of Kaggle.

SuperAnnotate is an AI data platform that simplifies and accelerates model-building by unifying the AI pipeline. It enables users to create, curate, and evaluate datasets efficiently, leading to the development of better models faster. The platform offers features like connecting any data source, building customizable UIs, creating high-quality datasets, evaluating models, and deploying models seamlessly. SuperAnnotate ensures global security and privacy measures for data protection.

Cambrian Copilot is an AI tool designed for researchers and engineers to stay up-to-date with the latest machine learning research. It provides a platform to search over 240,000 ML papers, understand complex details, and automate literature reviews, making the process more efficient and accessible.

Mnemonic AI is an advanced Customer Intelligence AI tool that specializes in creating AI Personas and Digital Twin of the Customer. It helps organizations of all sizes better understand individuals by developing artificial intelligence solutions to tailor messages to their state of mind. The tool offers features such as Buyer Persona Creation, Digital Twin of the Customer, Case Studies, Whitepaper, OCEAN Personality Analysis, Schwartz Universal Values, and easy data source integrations.

functime is a time-series machine learning tool designed for scalable analysis. It offers a comprehensive set of functions for forecasting, evaluation, and analysis of time-series data. With features like scoring, ranking, and plotting functions, functime simplifies the process of evaluating thousands of forecasts simultaneously. It serves as an AI copilot to help analysts analyze and compare trends, seasonality, and causal factors in forecasts. The tool also provides detailed API reference for seamless integration into existing workflows.

Kolank is an AI tool that offers a unified API for various AI models, including Generative AI. It provides features such as load balancing, fallbacks, cost and performance metrics. Users can easily access and utilize AI models for tasks like text generation, image analysis, and video processing. Kolank simplifies the integration of AI capabilities into applications, making it a valuable resource for developers and businesses seeking to leverage AI technology.

Promptmakr is an AI-powered platform that serves as a marketplace for buying and selling AI prompts. It provides a convenient space for users to access a variety of prompts for their AI projects. With a user-friendly interface, Promptmakr aims to streamline the process of acquiring prompts and enhancing the efficiency of AI development. Whether you are a developer looking for inspiration or a business seeking tailored prompts, Promptmakr offers a diverse range of options to meet your needs.

StockGPT is an AI-powered financial research assistant that provides knowledge of earnings releases, financial reports, and fundamental information for S&P 500 and Nasdaq companies. It offers features like AI-powered search, customizable filters, industry research, and up-to-date data to help users analyze companies and markets more efficiently.

The website offers a range of AI tools and applications such as Akira AI, XAI, Neural AI OS, and more, designed to help businesses in various industries enhance decision-making processes, automate operations, and improve efficiency. It provides solutions for data management, analytics, AI transformation, and AI risk management. The platform aims to transform industries by harnessing the power of agentic workflows and decision intelligence, making businesses truly decision-centric.

Google Colab Copilot is an AI tool that integrates the GitHub Copilot functionality into Google Colab, allowing users to easily generate code suggestions and improve their coding workflow. By following a simple setup guide, users can start using the tool to enhance their coding experience and boost productivity. With features like code generation, auto-completion, and real-time suggestions, Google Colab Copilot is a valuable tool for developers looking to streamline their coding process.

Data Zenith is a Kolkata-based startup specializing in innovative data analytics solutions. They offer tailored analytics services to help businesses unlock the potential of their data, streamline operations, and make informed decisions for sustainable growth. Their team of experienced data scientists provides comprehensive data analysis, predictive analytics, and data visualization services to drive actionable insights and enhance operational efficiency. Founded in 2023, Data Zenith is committed to delivering exceptional data solutions to help businesses succeed.

Lobe is a machine learning application that provides an easy-to-use tool for training machine learning models and deploying them to any platform. It offers various features such as creating image-based datasets, working with Python toolsets, and bootstrapping machine learning models for iOS, Android, and web platforms. Lobe aims to simplify the process of developing machine learning models for individuals and organizations.

Aitodata.com is an AI-powered data analysis platform that empowers users to extract valuable insights from their data effortlessly. The platform offers a user-friendly interface and advanced algorithms to help users analyze, visualize, and interpret data in a meaningful way. With Aitodata.com, users can streamline their data analysis process, make data-driven decisions, and uncover hidden patterns and trends within their datasets.

Shimoku is an AI application that offers a catalog of AI modules for acquisition, conversion, loyalty, and retention, covering the entire customer lifecycle for marketers and sales teams. It combines Machine Learning, Explainability AI, and Generative AI to provide personalized solutions for various industries and sectors.

Weaviate is an AI-native database that empowers developers to build and scale modern AI applications more easily. It offers cloud, model, and deployment agnostic solutions, flexible cost-performance optimization, and a robust developer community. With lightning-fast pure vector similarity search capabilities, integrations with various language model frameworks, and a focus on security, Weaviate is a versatile tool for AI development.

PaperClip is an AI tool designed to help users keep track of their daily AI papers review. It allows users to memorize details from papers in machine learning, computer vision, and natural language processing. The tool provides an extension that enables users to find back important findings from AI research papers, ML blog posts, and news. PaperClip's AI runs locally, ensuring data privacy by not sending any information to external servers. With features like offline support, data cleaning, and easy reset options, PaperClip offers a convenient solution for organizing and accessing research findings.

AutoGPT is an AI News & Articles Blog that provides quick, actionable insights tailored for busy professionals. It offers a platform for users to stay updated on the latest AI news, AI tools, and tech business trends. AutoGPT aims to deliver informative content without technical jargon, helping users increase their income, get more done, and save time. The platform also features an AI Academy for users to upskill through interactive courses.

DataWise is an AI application that empowers businesses with artificial intelligence solutions. Founded in 2024, DataWise offers smart, scalable, and intuitive AI-driven features such as advanced data analytics, operations automation, NLP for language processing, and custom AI models. The platform aims to revolutionize businesses by providing actionable insights, enhancing operational efficiency, and unlocking meaningful unstructured data. With a team of expert data scientists and engineers, DataWise caters to unique business challenges and helps businesses make data-driven decisions for growth and efficiency.

Qualifyed is an AI predictive audiences and lead scoring platform designed to help businesses optimize their advertising efforts by targeting potential customers with the highest probability of conversion. By leveraging machine learning technology, Qualifyed analyzes data to identify targetable individuals with a high likelihood of making a purchase. The platform offers a comprehensive solution for media buying, allowing users to proactively reach out to prospects and optimize their advertising campaigns across various channels. With a focus on reducing customer acquisition costs and increasing conversion rates, Qualifyed aims to revolutionize the way businesses approach lead generation and sales.

Dili is an AI Diligence Platform designed to automate diligence processes for various industries such as Real Estate, Private Equity, Tax Credit, and Venture Capital. It offers features like extracting data instantly, supporting various document types, flagging transaction issues, intelligent document search, and risk assessments. Dili provides advantages such as reliable insights, confidence scores for answers, error detection, custom workflows, and domain-specific tuning. However, it may have limitations in handling complex math tasks, limited model training on user data, and potential use case restrictions.

Chessvision.ai is an AI-powered eBook reader designed to enhance the study of chess eBooks. The application uses Artificial Intelligence and Computer Vision to make chess books interactive, allowing users to analyze positions, add comments, search online databases, watch YouTube videos, and analyze with the engine. It is recommended for players of all levels looking to improve their chess skills. The Reader has won the Best Chess Startup 2020 award and is known for its user-friendly interface and innovative approach to chess learning.

Susterra is an advanced analytics platform for Public Finance that empowers stakeholders with powerful insights to catalyze urban development. It integrates leading practices from academia, leverages public data growth, and utilizes technology innovations like ML and AI to enable issuers to make suitable choices for accelerating the development of Smart Cities across the United States.

Collective[i] is an AI-powered platform that helps businesses optimize their sales processes through data-driven insights and automation. The platform leverages deep learning to automate tasks, improve decision-making, and enhance the overall buying experience. By utilizing AI technology, Collective[i] enables organizations to forecast sales, improve productivity, expand margins, and grow revenue. The platform offers applications such as Intelligent WriteBack™ for data cleansing and automation, C[i]™ for Sales for buyer-centric selling, and Intelligence.com® for supporting a community of business connectors. Collective[i] prioritizes enterprise-level security and privacy to ensure the confidentiality and integrity of client data.

The AI SDK is a free open-source library designed to empower developers to build AI-powered products. It offers a unified Provider API, allowing users to easily switch between AI providers with a single line of code. The SDK enables the creation of dynamic, AI-powered user interfaces and supports various frameworks like React, Next, Vue, Nuxt, and SvelteKit. It also provides the ability to stream AI responses instantly, enhancing user experience. The AI SDK has received high praise from developers for its ease of use, speed of development, and comprehensive documentation.

DecodeAI is a platform that showcases various AI applications and tools. It features a blog that covers AI-related topics, open-source repositories, and innovative AI projects. The platform aims to bridge the gap between AI technology and human users by providing valuable insights, tutorials, and resources in the field of artificial intelligence.

AnyAPI is an AI tool that allows users to easily add AI features to their products in minutes. With the ability to craft perfect GPT-3 prompts using A/B testing, users can quickly generate a live API endpoint to power their next AI feature. The platform offers a range of use cases, including turning emails into tasks, suggesting replies, and obtaining plain text JSON from GPT3. AnyAPI is designed to streamline the integration of AI capabilities into various products and services, offering a user-friendly experience for developers and businesses alike.