R Integrations

Spark NLP is an open-source library that provides scalable LLMs. The entire code base, including the pre-trained model and pipelines, is available under Apache 2.0 license. The only NLP library that is built natively on Apache Spark. The most widely used NLP Library in the enterprise. Spark ML offers a set machine learning applications which can be built with two main components: estimators and transformors. The estimators use a method to secure and train a piece of information for such an application. The transformer is usually the result of an fitting process that applies changes to the dataset. These components are embedded in Spark NLP. Pipelines combine multiple estimators and transformators into a single workflow. They allow for multiple transformations to be chained along a machine learning task.

Troubleshoot performance issues and errors in your microservices. Correlate root cause across traces, metrics, and logs. Aspecto's built-in remote sampler will reduce your OpenTelemetry trace costs. The way OTel data has been visualized can impact your ability to troubleshoot. With the best-in class visualization, you can go from a high level overview to every last detail. Correlate logs with traces. With one click, you can switch from logs to their corresponding traces. Never lose context again and resolve issues faster. Search your trace data using filters, groups, and free-text search to quickly pinpoint the problem. Reduce your costs by only sampling the data that you need. Sample traces according to languages, libraries and routes. Set data privacy rules for sensitive fields to be hidden within trace data or specific routes. Connect your everyday tools to your workflow. Logs, error tracking, external events API and more.

The Bioconductor Project aims to develop open source software that allows for repeatable and precise analysis of biological data. We encourage a collaborative and inclusive community of data scientists and developers. Resources to maximize Bioconductor's potential. Our tutorials, guides, documentation, and guides cover everything from basic functionality to advanced features. Bioconductor is an open-source and open-development software that uses the R statistical language. It has an active user base and two releases per year. Bioconductor offers Docker images with every release, and supports Bioconductor in AnVIL. Bioconductor, founded in 2001, is an open-source project widely used in bioinformatics. Over 1,000 developers have contributed over 2,000 R packages, which are downloaded over 40 million times per year. Bioconductor is cited in over 60,000 scientific publications.

Code conversion is super easy to learn, saving you hours from learning a new language. You don't need to spend hours manually rewriting your code in another language. We use advanced AI-models to ensure the highest quality and accuracy of your code conversion. No need to install or download any software. You can convert your code by simply pasting it and clicking a button. All of our paid plans include unlimited usage. Use our web tool to convert as much code as you like. We take privacy and safety very seriously. We do not store the user's code or the generated code. You can use the free converter to perform up to five conversions per day without logging in. Please sign in to perform more conversions. Each new user receives 10 credits to use our conversion tool. Users can purchase our paid plans to extend their usage.

DagsHub, a collaborative platform for data scientists and machine-learning engineers, is designed to streamline and manage their projects. It integrates code and data, experiments and models in a unified environment to facilitate efficient project management and collaboration. The user-friendly interface includes features such as dataset management, experiment tracker, model registry, data and model lineage and model registry. DagsHub integrates seamlessly with popular MLOps software, allowing users the ability to leverage their existing workflows. DagsHub improves machine learning development efficiency, transparency, and reproducibility by providing a central hub for all project elements. DagsHub, a platform for AI/ML developers, allows you to manage and collaborate with your data, models and experiments alongside your code. DagsHub is designed to handle unstructured data, such as text, images, audio files, medical imaging and binary files.

Self-service platform for developers to create apps, databases and jobs. Scale up from one workload to hundreds of workloads on compute or GPUs. GitOps, self-service workflows and templates, pipelines and templates that are highly configurable, will accelerate every step, from push to production. With observability tools, backups and restores, rollbacks, and a rollback feature, you can deploy preview, staging and production environments securely. Northflank integrates seamlessly with your preferred tools and can accommodate any technology stack. You can deploy on Northflank’s secure infrastructure, or on your own account. Either way, you will get the same developer experience and have total control over your data, deployment regions, security and cloud expenses. Northflank uses Kubernetes to deliver the best of cloud native without the overhead. Northflank offers a cloud deployment option for maximum simplicity. You can also connect your GKE or EKS to Northflank to get a managed platform in minutes.

Typora allows you to enjoy a seamless experience both as a reader or writer. It eliminates the preview window and mode switcher as well as syntax symbols of markdown code and other distractions. Instead, it offers a live preview feature that allows you to focus on the content. Typora makes it easy to manage your files. It has both a file tree panel as well as an article (file list) side panel. This allows you to easily manage your files. You can organize your files however you like, and even add sync services such as Dropbox or iCloud. You can instantly see the outline structure of your documents in outline panel. This allows you to quickly navigate through the document and jump directly to any section. Bookmarks are available for export to PDF. Export or import can be done further. You can export or import more formats, such as docx, OpenOffice and LaTeX, MediaWiki, MediaWiki, and Epub. You can see how big your document is in words and characters, lines or reading minutes.

Create beautiful, modern web apps at the speed of your thoughts. Replit's AI Agent will build the application for you. Replit Agent is an advanced AI that makes programming accessible to everyone. Build at the speed you think and launch within minutes. Prompt the Replit Agent to create your app or website by describing it. Replit AI will even help you improve your prompt to get the best results. Replit Agent creates a plan to bring your idea to life. Start with a simple prototype and add features as you go. Refine your creation using an easy-to use chat interface. The agent will ask you for feedback after each step of your build plan and incorporate your requests into your next batch of work. Deploy your site or application to a live URL within minutes. Replit Deployments, powered by Google Cloud, let you build a startup, automate a job, grow a following, and much more faster than ever.

Alibaba Cloud launched DataWorks, a Big Data platform product. It offers Big Data development, data permission management and offline job scheduling. DataWorks is easy to use and does not require any special cluster setup or management. To create a workflow, drag and drop nodes. Online editing and debugging of code is possible. You can also ask other developers to join your project. Data integration, MaxCompute SQL and MaxCompute MS, machine learning, shell tasks, and MaxCompute MR are supported. To prevent service interruptions, task monitoring is supported. It sends alarms when errors are detected. It can run millions of tasks simultaneously and supports hourly, daily and weekly schedules. DataWorks is the best platform to build big data warehouses. It also offers comprehensive data warehousing and support services. DataWorks offers a complete solution for data aggregation and processing, as well as data governance and data services.

RunCode offers online workspaces that allow you to work in a web browser on code projects. These workspaces offer a complete development environment that includes a code editor, a terminal and access to a variety of tools and libraries. These workspaces are easy to use and can be set up on your own computer.

With a single keystroke, switch between editor and command modes. Use the arrow keys to navigate between cells. All the Jupyter shortcuts are available. Fully interactive outputs are available right under the cell. Editing code cells is easy with smart code completion, quick error checking and quick fixes, and easy navigation. You can connect to remote JupyterHub or JupyterLab servers from the IDE. Interactively run Python scripts and arbitrary expressions in a Python Console. You can see the outputs and the state variables in real time. Split Python scripts into code cells using the #%% separator, and run them individually in a Jupyter notebook. Interactive controls allow you to browse DataFrames or visualizations in real time. All popular Python scientific libraries, including Plotly and Altair, ipywidgets and others, are supported.

Only SAS offers a cloud-native, open statistical computing environment with embedded analytic software, support for data standardization, and optionally integrated analytic apps. Our analytic platform for clinical research can help you modernize and bring new therapies to market quicker to improve health. Manage and analyze data in a collaborative environment, streamline processes and deliver results more efficiently to regulatory authorities. Cloud-native solution for clinical analysis, submission, and audit trails. Includes everything you need to validate, comply with regulatory requirements, manage versioning, audit trail, and support documentation. Automated workflows, support of current and future integrations and proper management of data standards and controlled terminologies. Includes a central hub for all data, automated data analysis, better management, and analytic data preparation.

With a fully automated cloud infrastructure, experts can explore data and write stable codes at the same time. Zerve’s data science environment gives data scientists and ML teams a unified workspace to explore, collaborate and build data science & AI project like never before. Zerve provides true language interoperability. Users can use Python, R SQL or Markdown in the same canvas and connect these code blocks. Zerve offers unlimited parallelization, allowing for code blocks and containers to run in parallel at any stage of development. Analysis artifacts can be automatically serialized, stored and preserved. This allows you to change a step without having to rerun previous steps. Selecting compute resources and memory in a fine-grained manner for complex data transformation.

We are a turnkey AI-automated IT workforce solution that is infinitely scalable, and payment-enabled. We are democratizing the way U.S. businesses go nearshore, without the high vendor cost and security risks. Our system can predict talent costs and aligned talent in the LATAM region to help bring new business goals to market. AccessInstantly gain access to a senior recruitment team that is dedicated and influential and understands your business technology and the talent market. Your dedicated engineering managers will validate and score the technical abilities of video-recorded tests to ensure best alignment. Automate the personalized onboarding for all roles in multiple LATAM countries. We prepare and procure dedicated devices, and ensure that all staff members have access to all tools and documentation to get started right away. Address top performers and those who want to expand their abilities.

Our powerful algorithms allow you to add complexity to your models to better represent reality, while still solving your model in the time available. Gurobi can be easily integrated into your applications using the languages that you are most familiar with. Our programming interfaces have been designed to be intuitive, lightweight, and modern to reduce your learning curve, while maximising your productivity. Our Python API features higher-level modeling constructs to make it easier to create optimization models. Choose from Anaconda Python Distributions that include pre-built libraries for application development. Spyder is for graphical development and Jupyter is for notebook-style development.

Modelscape helps financial institutions reduce the complexity in managing the lifecycles of financial models, while improving transparency, compliance, and model documentation. You can use automated documentation and artifact links by implementing the solution through the entire model lifecycle. Scale models, algorithms, and apps horizontally and vertically. Support enterprise infrastructure, tools, and languages like Python, R SAS, MATLAB, and SAS. Track issues throughout the model lifecycle using full model lineage reporting, issue tracking, and usage reporting. Use the executive dashboard to access model data, execute custom algorithms, automate workflows, and gain web-based access a comprehensive auditable inventory of models and dependencies. Models and methodologies can be developed, tested and documented. Transparency, reproducibility and reusability are improved. Automatically generate model reports and documentation.

Get historical and real-time exchange rates for any currency. Information on all global stock markets. Logo endpoints for payment methods are free. The Synth API aims to make it easy to use the tools Synth provides around fintech data. You can interact with API using HTTP requests in any language. Synth offers modern fintech APIs to businesses that are tired of antiquated enterprise-level software. Production requests must be routed via your own backend servers where your API key is securely loaded from a key management service or environment variable. Transform cryptic bank transaction into merchants' logos, addresses and more. This list includes all fiat currencies and their details. The real-time rates of any currency are updated every 60 second. Lists all the tickers supported by Synth.

Unleash your AI project dream in just hours, not months. Imagine this message was created by AI and sent directly to you. Welcome to a demo experience unlike any other. We take care of all the tedious tasks like rate-limiting, authentication and analytics, spend management and juggling different AI models. We've got everything under control so you can focus on creating the ultimate AI masterpiece. We provide you with the tools that will help you build and deploy AI projects faster. We will take care of all the infrastructure, so you can concentrate on what you do well. With our workflows you can update models, tweak prompts and instantly deliver changes to users. Our security features, such as tokens with a single use and rate limiting, allow you to filter and control malicious requests. You can use multiple models with the same API. Models from OpenAI Meta, Google Mixtral and Anthropic. Prices are per 1,000 tokens. You can think of tokens like words. 1,000 tokens is about 750 words.

Saagie's cloud data factory allows you to create and manage your data & AI project in a single interface. It can be deployed in just a few seconds. Saagie data factories allows you to develop your AI models and test them in a safe environment. With a single interface, you can get your data and AI project off the ground and centralize your team to make rapid progress. Saagie is the platform for you, no matter what your maturity level. From your first data project, to a data and AI-driven strategy. Unifying your work onto a single platform will simplify your workflows, increase your productivity and help you make better decisions. Orchestrate your data pipelines to transform raw data into powerful insights. Quickly access the information you require to make better decisions. Simplify management and scaleability of your AI and data infrastructure. Accelerate your AI, deep learning, and machine learning models.

Enhance comes with everything you need to create a production-ready application. Organize pages as easily as you would a desktop folder. JavaScript functions make it easy to access and store data. Create reusable components using HTML and CSS scoped. Add client-side interactivity where you need it. Build custom elements that can be seamlessly upgraded to interactive web components. Enhance makes it easy to do things the right way. Start with a universal version. From there, upgrade interactive elements incrementally. The web platform is always up to date and has all the features you need. By removing the framework bloat, you can eliminate throbbers or loading screens and only write what you need. You'll learn development techniques that will last for as long as the internet. Enhance apps were designed with deployment in the forefront. Begin is the perfect tool for when you're ready.

Enjoy unprecedented flexibility and control. Our all-in-one, source-available solution allows you to build, deploy and scale your projects easily. You'll enjoy a flexible and secure platform that puts you in charge. All of our code is publicly available and built on open-source. Audit, modify and trust the code behind your infrastructure. Deploying from Docker with SSL to Knative is now easier than ever. Our hands-off workflow allows you to get superior service on your hardware. Intelligent automation can accelerate development cycles. Focus on your core product, while our platform takes care of repetitive tasks and integrations. Our infrastructure automates your end-to-end cybersecurity, deploying updates and fixes without any manual effort from you. You can run on your own hardware to ensure the privacy of your data. High availability and performance are ensured with proactive monitoring and auto-healing system. Maximize user satisfaction by minimizing downtime.

Helix Editor is an advanced, modern text editor for developers who want a fast, customizable and efficient editing experience. Helix is a powerful text editor that focuses on productivity. It uses a modal style of editing, inspired by Vim. This allows users to navigate, choose, and manipulate texts seamlessly using intuitive keyboard shortcuts. It has a wide range of features, including syntax highlighting and multi-caret text editing. It also supports languages such as Rust Python and JavaScript. Helix integrates with Tree-sitter's parsing library to provide precise syntax-aware edits, making it easier to deal with complex code structures. Helix Editor is a minimalistic editor with a focus on performance. It's ideal for programmers who value speed and flexibility.

Manage binaries and create artifacts throughout your software supply chain. All components, binaries and artifacts are available from one source. Distribute parts and containers efficiently to developers. More than 100,000 organizations worldwide have used this product. Distribute Maven/Java components, npm and NuGet, Helm and Docker, OBR, APT and GO, R components, and many more. From dev to delivery, manage components: binaries and containers, assemblies, and finished products. Advanced support for Java Virtual Machine (JVM), including Gradle, Ant and Maven, as well as Ivy. Compatible with Eclipse, IntelliJ and Hudson, Jenkins, Puppets, Puppets, Chef, Docker and many other popular tools. High availability and innovation available 24x7x365. One source of truth for all components throughout your software development lifecycle, including QA, staging, operations. Integrate with existing user access provisioning systems such as LDAP, Atlassian Crowd and more.

Firepad is an open-source collaborative text editor that allows for real-time collaboration. Firepad allows for true collaborative editing. It also supports intelligent operational transform-based merging, conflict resolution, and more. Firepad can render documents with the CodeMirror Ace, Monaco, or Ace editors. Its operational transform code borrows from www.js. Firepad uses the Firebase Realtime Database to store and sync cloud data. Any application that requires collaborative editing text documents can be built. Firepad supports rich text and code editing right out of the box, and it is easy to extend for additional uses. Firepad was developed by Michael Lehenbauer, Firebase's team. Firepad could have many more features. Please star Firepad on GitHub, and send a pull request if you have anything to add! Any application that requires collaboration editing of text documents can be built.

Web-based notebook that allows data-driven, interactive data analysis and collaborative documents with SQL and Scala. The IPython interpreter offers a similar user experience to Jupyter Notebook. This release features Note level dynamic form, note comparison comparator, and the ability to run paragraph sequentially instead of simultaneous execution in previous releases. Interpreter lifecycle manager automatically terminates interpreter process upon idle timeout. So resources are released when not in use.

Snipplr was created to solve a simple problem. There were too many HTML and code fragments scattered around our computers. We would spend five minutes searching for the code we had written four years ago so that we wouldn't have retype it. We're lazy. We needed a way for us to organize our stuff. Snipplr was our solution. All of our code snippets can now be stored in one place. The best part is that the other guys at work can access each other's code library. Snipplr allows you to keep all your code snippets in one location that is accessible from any computer. You can also share your code with others and make use of what they post.

Geany is a lightweight, powerful and stable text editor for programmers. It doesn't slow down your work flow. It is compatible with Windows, Linux, and MacOS. It can be translated into more than 40 languages and has built-in support to more than 50 programming languages. Geany's existence was primarily due to the need for an IDE/editor that is decent, lightweight, cross-platform, flexible, and powerful. Many editors can meet some of these requirements, but not all. Geany uses the GPL v2 license to ensure that you can customize and hack it. Also, everyone benefits from the community's changes. Geany has many customizable parts, including color themes (GeanyThemes) and adding new filetypes. Geany offers many settings that allow you to adjust it to suit your needs and preferences. Many file types are supported, including popular programming languages such as C, Java, PHP and HTML.

Buffer Editor is a powerful text and code editor that allows you to easily create software, view code, or take notes while on the move. Buffer Editor is trusted by thousands of coders for its fast, powerful, and advanced mobile code editing. Any file supported by iOS, including images, PDFs and movies, can be viewed in preview mode. Switch quickly between open files. Multiple terminals can be opened in tabs. Preview on localhost and on your server

All work can be synced, searched and managed across your data science team. Zepl's powerful search allows you to discover and reuse models, code, and other data. Zepl's enterprise collaboration platform allows you to query data from Snowflake or Athena and then build your models in Python. For enhanced interactions with your data, use dynamic forms and pivoting. Zepl creates new containers every time you open your notebook. This ensures that you have the same image each time your models are run. You can invite your team members to join you in a shared space, and they will be able to work together in real-time. Or they can simply leave comments on a notebook. You can share your work with fine-grained access controls. You can allow others to read, edit, run, and share your work. This will facilitate collaboration and distribution. All notebooks can be saved and versioned automatically. An easy-to-use interface allows you to name, manage, roll back, and roll back all versions. You can also export seamlessly into Github.

Let Kodezi auto-summarize your code in seconds. Kodezi is Grammarly designed for programmers. KodeziChat allows you to ask, search, code, and generate anything in your codebase. Your AI coding assistant! Kodezi does more than fix your code. It also tells you why and how to prevent future problems. To ensure clean code and syntax, reduce unnecessary lines. Optimize your code to maximize efficiency. With detailed explanations, debug code. You can switch from one framework to another in a matter of seconds, without losing context. Commenting and explaining code is crucial for future maintenance. In a matter of seconds, you can generate code from text, answer a question about coding or create a whole function. Generate your code documentation. Translate code into another language. Optimize your code to maximize efficiency. You can use our extension in your own IDE and never need to open new tabs again.

ggplot2 allows you to create declarative graphics using The Grammar of Graphics. You provide the data and tell ggplot2 what graphical primitives you want to use. ggplot2 has been around for over 10 years and is used by thousands to create millions of plots. This means that ggplot2 itself is relatively stable. If we do make any changes, it will be to add functions or arguments to existing functions rather than to change the behavior of existing ones. If we do make changes to existing behavior, we will do so for compelling reasons. It is better to start with a systematic introduction to ggplot2 than to read individual documentation pages.

Amazon SageMaker offers all the tools and libraries needed to build ML models. It allows you to iteratively test different algorithms and evaluate their accuracy to determine the best one for you. Amazon SageMaker allows you to choose from over 15 algorithms that have been optimized for SageMaker. You can also access over 150 pre-built models available from popular model zoos with just a few clicks. SageMaker offers a variety model-building tools, including RStudio and Amazon SageMaker Studio Notebooks. These allow you to run ML models on a small scale and view reports on their performance. This allows you to create high-quality working prototypes. Amazon SageMaker Studio Notebooks make it easier to build ML models and collaborate with your team. Amazon SageMaker Studio notebooks allow you to start working in seconds with Jupyter notebooks. Amazon SageMaker allows for one-click sharing of notebooks.

Wherobots allows users to develop, test and deploy AI and geospatial data pipelines within their existing data stack. This can be deployed on the cloud. Users do not have to worry about the hassle of resource administration, workload scalability, and geospatial processing support/optimization. Our SaaS interface allows you to connect your Wherobots Account to the cloud database that stores the data. Sedona Developer tool allows you to develop your geospatial data analytics, machine learning or analytics applications. Schedule automatic deployment of the geospatial data pipeline to the cloud platform and monitor performance in Wherobots. Consume the results of your geospatial analysis task. The consumption model is a single geospatial mapping visualization or through API calls.

Create apps that run anywhere, publish, share them with the community and deploy them to the edge globally. You can serve sandboxed WebAssembly applications anywhere using a single runtime. This will allow you to do in days what other people do in months. The days of using a binary on each platform and chip are over. Lightweight containerized apps run anywhere. Supports nearly every programming language. Truly universal. Runs everywhere and as fast as native. No longer are packages limited by their language. Contribute your own packages, collaborate across stacks and leverage the ecosystem. You can have the scalability and reusability that comes with serverless, but also the scalability and reusability that comes with the cloud. Save your users' time and money by deploying to the edge. Faster, more affordable and infinitely scalable. All languages are containerized and collaborative. Plug in your own backend or compiler. Run apps at speeds close to native and outperform your competition.

IBM SPSS Modeler, a leading visual data-science and machine-learning (ML) solution, is designed to help enterprises accelerate their time to value through the automation of operational tasks by data scientists. It is used by organizations around the world for data preparation, discovery, predictive analytics and model management and deployment. ML is also used to monetize data assets. IBM SPSS Modeler transforms data in the best possible format for accurate predictive modeling. You can now analyze data in just a few clicks, identify fixes, screen fields out and derive new characteristics. IBM SPSS Modeler uses its powerful graphics engine to help you bring your insights to life. The smart chart recommender will select the best chart from dozens of options to share your insights.

Shakker allows you to turn your imagination into a picture in just seconds. Shakker makes AI image generation easy. Shakker's prompt suggestions and precise designs make it easier than ever to create images, change style, combine components, paint any parts or combine components. Shakker is a revolutionary tool for image creation. You can upload a reference image and it will recommend styles from a vast library of images. It makes it easy to create the perfect image. Shakker also offers advanced editing features like segmentation, quick-selection, and lasso to precisely inpaint. Shakker.AI is based on AI algorithms that analyze input to generate images. It interprets the user's commands or prompts and produces images that are in line with specified styles and topics. The underlying technology seamlessly combines AI's computational strength with artistic creativity to deliver both unique and high quality outputs.

The XetaBase platform is unique in that it simplifies tertiary analyses by aggregating, indexing and enriching secondary genome data. This allows for a continual reinterpretation of the data to unlock clinical and research insights. XetaBase enables the rapid management of genomic data and its cost-effective use in the laboratory and clinic. XetaBase is a genomic-scale platform. The greater the volume and the complexity, the better the insights and outcomes. XetaBase, a genomic-native platform, is built on the OpenCB open-source software platform. It meets the demands of genomic medicine for speed, scale, and reinterpretation. Zetta Genomics provides genomic data management that is fit for the precision-medicine age. XetaBase offers a novel solution for the challenges of genomic information. It replaces outdated flat file approaches and brings meaningful and actionable genome data to the lab and clinic. XetaBase allows for continual reinterpretation and scales seamlessly as databases expand to include genome sequences.

ModelOp is a leading AI governance tool that helps enterprises safeguard AI initiatives including generative AI and Large Language Models. It also protects in-house vendors, third-party vendors and embedded systems without stifling the innovation. Corporate boards and C suites demand the rapid adoption of generative AI, but face financial risks, regulatory, privacy, security, and ethical issues. Governments at all levels, including federal, state and local, are implementing AI regulations and overseeing the industry quickly. This forces enterprises to prepare and comply with rules that prevent AI from going awry. Connect with AI Governance specialists to stay informed on market trends, regulations and news. You can also get insights and opinions from experts. ModelOp Center helps organizations stay safe and provides peace of mind for all stakeholders. Streamline reporting and compliance across the enterprise.

Decentriq is the choice of privacy-conscious organizations. Your data is always under your control with the latest encryption and privacy-enhancing technology, such as synthetic data and differential privacy. Your data is kept private by end-to-end encryption. Decentriq can't see or access your data. Remote attestation allows you to verify that your data has been encrypted and that only approved analyses have been run. Built in partnership with leading hardware and infrastructure providers. The platform is designed to handle advanced AI and machine-learning models. It keeps your data unaccessible, no matter what the challenge. Scalability and data protection don't have be compromised by processing speeds that are comparable to those of the cloud. Our growing network supports more streamlined workflows on leading data platforms.

All your data needs can be met by a powerful platform. From data ingestion/integration, transformation, and storage to knowledge catalog, graph networks, data analytics, governance, monitoring, and, sharing. An AI/ML Platform that allows enterprises to train, test and troubleshoot models, deploy them, and govern them at scale. This will boost productivity, while maintaining model performance with confidence in production. AutoML is a dedicated solution that allows you to train models with minimum effort or CustomML allows you to train your own case-specific models. You can now connect ML logic with data. Integrating your protocols and authorization models with an integrated exploration of possible action. Extreme configurability is at your disposal. Use internal lineage system for alerting and impact analyses. Interwoven with security paradigm; provides unalterable tracking

The smart semantic layer unifies metrics and speeds up the delivery of data products by 90% with shorter SQL queries. Model data using business terms for a common meaning and to align business metrics. Define semantic relationships to replace JOINs, making queries much easier. Hierarchies and classifications can help you better understand data. Automatically map data into the semantic model. Join multiple data sources using a powerful SQL engine distributed to query data at a large scale. Consume data in the form of a semantically connected graph. Materialized views and an intelligent cache engine can boost performance and reduce compute costs. Advanced query optimizations are available. Connect to any file format, cloud, datalake, data warehouse, or database. Timbr allows you to work seamlessly with your data sources. Timbr optimizes a query and pushes it to the backend when a query is executed.

Choose two custom cell groups and compare their top differentially-expressed genes. Use millions of cells in the integrated CZ CELLxGENE Corpus for powerful analyses. Use an interactive, no-code interface to perform interactive analyses of a dataset. Explore how spatial, environmental and genetic factors influence gene expression patterns. Use published datasets to understand them or as a starting point for identifying new cell subtypes and states. Census allows you to access any custom slice of standard cell data from CZ CELLxGENE in R or Python. Explore an interactive encyclopedia that contains 700+ cell types, detailed definitions, markers genes, lineage and relevant datasets. Browse and download 1,000+ datasets and hundreds of standardized data sets that characterize the functionality of healthy human and mouse tissues.

Bayesforge™ is a Linux image that curates all the best open source software available for data scientists who need advanced analytical tools as well as quantum computing and computational math practitioners who want to work with QC frameworks. The image combines open source software such as D-Wave and Rigetti, IBM Quantum Experience, Google's new quantum computer language Cirq and other advanced QC Frameworks. Qubiter, our quantum compiler and fog modeling framework can be cross-compiled to all major architectures. The Jupyter WebUI makes all software accessible. Its modular architecture allows users to code in Python R and Octave.

Betteromics is deployed in your VPC as a Private SaaS so you can make connections with all your data. Validate structured and unstructured information using configurable rules. You can audit and trace your data from the input to the analysis, with full data provenance. Use large language models and natural language processing to abstract data elements for QC, labeling and analysis. Develop and tune models quickly to fit your task/data. Detect anomalies, make predictive, understand your data and optimize your processes. Public datasets that are ready for integration can enhance and complement your analysis. Clinical-grade security, including full encryption, data tracability, and role based access controls.

Unremot is the place to go for anyone who wants to build an AI-based product. With 120+ pre-built AIs, you can launch AI products at 1/3rd of the cost and 2X faster. Even the most complex AI product APIs can be launched and deployed in less than a minute, with minimal or no code. Unremot offers 120+ APIs. Choose the AI API you want to integrate into your product. Unremot will need your API private key in order to authenticate. Unremot's unique URL is the fastest way to connect your product API. The process can take minutes instead of days or weeks.

The Shogun Machine Learning Toolbox aims to make machine learning tools free for everyone. It implements all standard ML algorithms efficiently. Shogun makes sure that the underlying algorithms remain transparent and easily accessible. A unified interface allows access to many popular programming languages such as C++, Python and Java.