Machine Learning Software List (May 2024)

MorphL AI is an intuitive AI and ML platform to streamline eCommerce personalisation facilities. The software can be relied upon to personalise experiences, make intelligent decisions and accelerate growth. Marketers are provided access to enhanced ROI and dedicated business personalisation options. An easy to use dashboard helps with clear ML based predictions and seamless coordination between integrated marketing stacks. Thus improving the entire campaign level accuracy in no time. Real-time integration with external data sources like WooCommerce, Google Analytics 360, Shopify, Mailchimp, Amazon S3 and Segment are of great help. Other essential features include user search intent, shopping stage, cart abandonment alerts, personalised recommendations and more. Further, developers can depend on MorphL AI to leverage 6M+ active predictions that are also unique by nature, to experience active integration with third-party applications like Facebook Ads, Google Analytics, BigQuery and Google Ads. For training purposes, MorphL AI’s pre-processors assures accurate formatting, cleaning, data transformation and normalising.

Anolytics is an intuitive annotation software that companies use to streamline their machine learning and intelligence model developments. The software provides annotated image data for digital platforms allowing machines to detect images and make object-based classification across multiple categories in no time. Anolytics works with the highest accuracy level and excellence in image annotation passing through multiple stages of auditing and reviewing labelled data. As far as Anolytics’ security is concerned, the software is certified with SOC 2 TYPE 1 Company through which it maintains accurate data privacy across multiple sectors within an organisation. Large teams can work together in order to annotate pictures and get things done as per the brief of an individual client. Furthermore, Anolytics includes the combination of advanced tools and human-powered skills to make each image easily recognisable to be annotated. These images could be of any objects, such as humans, animals, trees, cars, etc, depending on clients’ demand.

Appier AiDeal is a conversion optimization cloud that uses psychology to discover and convert hesitant shoppers. AiDeal uses more than 400 data parameters, such as chronology, cursor movements, and more, to model each user's reluctance degree and purchase intentions. It exclusively targets hesitant buyers who require extra motivation to place an order, and it prompts immediate sales. Individuals can further employ a limited special offer to give customers the push they require to checkout out at the proper time. With the same budget, the software attracts a greater number of consumers. Appier AiDeal's performance reward payment mechanism ensures that every penny a customer spends adds immediately to a performance boost. The ability to understand customer psychology by leveraging vast on-app or onsite signals, in-depth insights on hesitant users, easy integration and management, customised timings, and the ability to scale to multiple channels by reconciling data and increasing conversion and lifetime value are just a few of the highlights.

Mona is an AI monitoring platform that offers seamless, intelligent artificial intelligence for industries and teams who are obliged to consistently optimize production processes for faster business development. It allows model performance metrics in production and machine learning teams to track data. It notifies the possible drifts, integrity problems, and biases, leading businesses to have quick and definitive improvements. Mona is an All-in-One platform to consistently gather, transform, and optimize data from diverse portions of your AI structure to monitor performance metrics in a powerful dashboard. It automatically analyzes various potential variations and alerts your team to avoid internal errors. It allows businesses to review algorithms and models quickly before impacting potential customers. It employs scalability, flexibility and intelligence in your business workflows to enhance efficiency. Mona profusely helps the business team in creating and tracking custom metrics. All business platforms can rely on Mona for revenue intelligence, fraud detection, E-Commerce marketing optimization, and much more. Mona incorporates effortlessly with any model type, any tech stack, and can manage a wide variety of data without interfering with existing workflows.

ByteBridge is an accurate data labelling platform comprising exclusive tools that help users with their workflow management and enhanced efficiency levels. The platform allows developers to configure their workflow right from the dashboard to easily interpret the data that they need. In addition, ByteBridge also enables users to add and configure API to make it more useful. The software even helps developers draw multiple shapes around a particular image which goes as a bounding box, rotating box, polygon, cuboid and more. For video annotation, it enables users to classify the video, detect and track objects and analyse events happening in the same. Apart from its data annotation services, the platform is also known for its accurate data collection facilities. While using the particular software users can start with a project simply by creating an account, scheduling project-wise tasks, setting up the workflow, uploading necessary data and submitting the curated project.

Verfacto is a machine learning tool that helps small and medium eCommerce businesses to study the patterns in customers’ behaviour and take suitable actions to generate more sales. The tool records customers’ behaviour when they add items to the cart, checkout or buy a particular product. It helps users to predict how customers will behave while shopping and how much they are likely to spend even before they make a purchase. With Verfacto, businesses can identify products that make positive and negative effects on customers in terms of customer lifetime value, average order value and retention. They can also see the best cross-sell and upsell options along with the potential audience for these products among their visitors. The tool helps users to see which channels are bringing them better customers based on their predicted lifetime value. To attract more customers, it also helps to prepare data-driven discount strategies.

Recombee is a machine learning software that provides recommender as a Service powered by AI, with an easy RESTful API and SDKs designed by data scientists. It enables you to personalize content using its very versatile and scalable solution. With Recombee, you can boost consumer happiness and expenditure using AI-powered suggestions. You can investigate performance data and tailor advice to your customized requirements. You can use a user-friendly and simple interface that is suitable for all members of your team. Using Recombee’s user-friendly graphical user interface, you can monitor important performance indicators in near real-time (GUI). The platform’s algorithm has been used to effectively propose music, movies, books, news, cultural events, E-Commerce goods, and job adverts. It can easily be adapted to various domains. Using rules in Recombee’s simple and extremely imaginative filtering/boosting language, you can personalize the recommender for your company (ReQL). You can keep track of how well the suggestions are working overtime. You can create your own dashboard by pinning selected KPI displays. Additionally, you can use specialized models and business principles to tailor your suggestions.

Neptune.ml is a smart collaboration platform that assists uses in managing their workflow. It is a perfect solution for freelancers and companies of all sizes that are involved in the collaboration business. It enables the users to work in collaboration with your team and teammates for mutual growth and learning. With Neptune.ml, users get smart tools that can be used for measuring the progress of various processes using data versions, metrics, model files, hyper parameters, source code, and images. You can work in collaboration with your team, have resourceful discussions, and discover knowledgeable insights- all in a single place. You can manage all of your model building metadata with Neptune.ml. Users can store, log, organize, display, query, and compare all of your MLOps metadata with Neptune.ml. Users can also experiment with tracking and their model registry for research purposes with their products using this software. They offer a free trial to assist you in making the right choice before buying the premium version. You also get a variety of premium plan options to choose from with Neptune.ml.

Neuton AutoML is an advanced machine learning platform that enables you to explore data insights and generate predictions with automated machine learning without coding. It allows you to perform segmentation, do predictive analytics, explore business insights, do rankings, reveal correlations, solve binomials, regression, and time series, all in a single platform. With Neuton, you can use integers, text, floats, category variables, and time series in your calculations. It offers a model interpreter tool that lets you see the logic, direction, and impacts of changes in individual variables in the model on a visual level. It offers an exploratory data analysis tool that automates graphical data analysis and emphasizes the most relevant statistics in the context of a single variable, overall data, interconnections, and in relation to the goal variable. Users get a relevance indicator tool that calculates the statistical disparities between the data submitted for predictions and the data used for model training. Users also get model quality diagrams that streamlines the process of assessing the model's quality while also allowing users to evaluate the model in a single graphical view.

V7 labs are an end-to-end computer vision development framework for teams creating image and video annotation products. Albert Rizzoli (CEO) and Simon Edwardson (CTO) founded the company in 2018, and it is based in London, United Kingdom. Using an intuitive UI or sophisticated API connections to manage datasets at ground-truth. Provides customers with configurable workflow phases and maintains crowdsourcing with hundreds of annotators. V7 claimed to have semi-automatically labeled over 1,000 photos and used video segmentation to curate datasets in less than a year. Healthcare, manufacturing, autonomous driving, sports, life sciences, and agri-tech are among V7's specialties. The Darwin Platform (from V7 laboratories) includes automatic picture annotation and neural network training with active learning, which provide pixel-perfect annotation 10 times faster than standard techniques. It facilitates team collaboration and visualization, and has resulted in a significant boost in the labeling process' efficiency and accuracy. It also scales well to meet the needs of users who require tight compliance and compatibility. The framework's active documentation gives information about each toolset, making it user-friendly.

LiftIgniter helps companies benefit from real-time machine learning-based recommendations using first-party data in their digital properties (web, mobile, email, push, etc), in sections like “Recommended for you” or “You might like.” Through the LiftIgniter console, turn on catalog scraping to collect product metadata and browsing history. Start viewing the performance as well as inventory and audience insights in dashboards. Viewing real-time metric performance like CTR, viewable CTR and conversion metrics.

Google Cloud AutoML is a custom machine learning platform that enables developers to train high-quality machine learning models with minimum effort. The platform helps developers with limited machine learning experience to gain access to a variety of tools and create high-quality models specific to their ever-changing business needs. It works as a unified portal where users get to deploy and scale more AI models on the go. It also allows creators to prepare a database of their own and use it to store information. Developers can use the platform to create machine learning models that can detect objects in images and tell customers what they are and how many. Other essential functionalities available within the software are seamless ML model deployment facility at the edge, streaming video analysis, REST API integration, large dataset support, custom sentiment analysis, shot change detection, compatibility with 50+ language and custom models translation functionality.

Aginity is an integrated analytics and data management platform. It provides a powerful set of tools to access as well as integrate data from an external file or relational database. The easy to understand SQL interface facilitates the easy and quick building of custom analytics. Past work can be easily accessed through its catalog feature and assets can be shared with the entire team of data analysts, data engineers, data scientists, and business users. Data and math can be co-located easily, which enables data engineers and data scientists to create and manage analytics to be consistently reused in the enterprise. When reusing SQL, there’s no need to recode it. Users can track analytic provenance, record how analytics are built or changed, speed up the development process and even enable analytic probability across applications and users with APIs. Core feature is that users can easily integrate and analyze data from their favorite databases including Snowflake, Amazon Azure, Amazon RDS, Apache Spark, and so on.

UserSurge is an analytics tool that enables users to see how their website visitors are engaging with their websites. With just a single line of code, the tool can record engagement sessions in videos that can be accessed on the platform of users. They can also view heat maps of where the visitors are looking and track the scrolling sessions and limits of users. Armed with advanced analytics, website owners and digital marketers can also understand how many visitors actually read through their pages and how many of them leave right away. With location-specific data, users can also know where their website traffic is coming from and the languages that their visitors are most likely to require support in. By tracking every moment of their interaction, users increase their conversions. Every data captured by the tool is securely saved in the cloud, while also providing a seamless interface for visitors to playback recorded sessions.

Lightly is an appropriate data curation tool that helps developers with their data preparation and organisation part to improve their machine learning models on the go. Unique insights related to raw data provided by the platform is of great use. Organisations can start with the platform simply by uploading business-relevant data on the go. They can leverage the software’s open-source framework to create embeddings, train models and update data as well, besides utilising the software’s cloud interface to analyse and explore data as per convenience. Also going through the available samples and filters helps users to get a clear understanding of adequate measures that need to be taken. With Lightly, developers can tag each dataset to facilitate seamless tracking. Moreover, with the software, team members can also collaborate with each other on the go and share their final datasets ready to be used in machine learning models.

Create customized monitors for machine learning models with magically-simple monitor builder, and get alerts for issues like concept drift, model performance degradation, bias and more. Aporia integrates seamlessly with any ML infrastructure. Whether it’s a FastAPI server on top of Kubernetes, an open-source deployment tool like MLFlow or a machine learning platform like AWS Sagemaker.

Replicate is an innovative machine learning solution that professionals everywhere can benefit from. It makes it easy to use machine learning models, without requiring extensive knowledge of the technology itself. With Replicate, users can run these in just a few lines of code - allowing professionals to join the world of machine learning without significant delays or roadblocks. This is great for businesses that may be looking to take advantage of this powerful technology but don't have the resources to hire experts in all fields. Replicate provides an entryway into the world of machine learning while still keeping professional knowledge at the center. Whether customer is a business leader looking to leverage new technologies or a programmer adding extra power to existing solutions, Replicate gives everyone access to its powerful capabilities. By making it easier than ever before, Replicate opens up amazing new possibilities and potential for what's achievable with machine learning. Whether customer is a data scientist, engineer or casual tinkerer, Replicate has all the tools that need to take the machine learning projects to new heights. Get started today, and get on the path towards unlocking the potential of AI!

Introducing Helicon - the one-stop platform for Data & ML Engineering and Stream Processing. As a comprehensive suite of modules, Helicon provides companies and organizations with a powerful set of tools to manage all steps of their data life cycle. From ingesting data from multiple sources to designing pipelines, visualizing data in customizable dashboards, and integrating machine learning models - Helicon has it all. Helicon's emphasis on Data & ML Engineering helps ensure quickness and agility in enterprise data management, allowing for correct, consistent work that is delivered at speed. With a few clicks, users can operationalize Machine Learning models as part of their workflows. Helicon was designed with professionals in mind - those who require the best solutions to get the job done fast and correctly without much effort. This suite provides them with a robust platform that meets their needs while maintaining its professional edge. Customers depend on Helicon to manage much of their data operations, taking advantage of the comprehensive module offering. If the customer is an organization looking for an innovative solution to make customers data operations swift and secure, look no further than Helicon!

Rasgo eliminates the metric inconsistencies that cause different answers from the same data. They empower data consumers to easily discover, explore, create, and monitor the standardized business metrics that act as the lifeblood of their business.

integrate.ai is a Machine Learning to build experience to convert customers. Focus marketing spends on individuals and forecasts the number of units sold to optimize against your targets. Identify individuals and engage to measure the performance of your business. Small, Medium and Large companies make use of the software.