Libraries tagged by recommender system

collaborative filtering recommender systems

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PHP SDK for Gorse recommender system

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Collaborative Recommender Filtering and Apriori Rules Associations for PHP language

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Core components for the Recsys PHP payment processing library

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collaborative filtering recommender systems

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it is a recommender system based-on pairwise association rules.

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PHP SDK for Gorse recommender system

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# Introduction **INDA (INtelligent Data Analysis)** is an [Intervieweb](https://www.intervieweb.it/hrm/) AI solution provided as a RESTful API. The INDA pricing model is *credits-based*, which means that a certain number of credits is associated to each API request. Hence, users have to purchase a certain amount of credits (established according to their needs) which will be reduced at each API call. INDA accepts and processes a user's request only if their credits quota is grater than - or, at least, equal to - the number of credits required by that request. To obtain further details on the pricing, please visit our [site](https://inda.ai) or contact us. INDA HR embraces a wide range of functionalities to manage the main elements of a recruitment process: + [**candidate**](https://api.inda.ai/hr/docs/v2/#tag/Resume-Management) (hereafter also referred to as **resume** or **applicant**), or rather a person looking for a job; + [**job advertisement**](https://api.inda.ai/hr/docs/v2/#tag/JobAd-Management) (hereafter also referred to as **job ad**), which is a document that collects all the main information and details about a job vacancy; + [**application**](https://api.inda.ai/hr/docs/v2/#tag/Application-Management), that binds candidates to job ads; it is generated whenever a candidate applies for a job. Each of them has a specific set of methods that grants users the ability to create, read, update and delete the relative documents, plus some special features based on AI approaches (such as *document parsing* or *semantic search*). They can be explored in their respective sections. Data about the listed document types can be enriched by connecting them to other INDA supported entities, such as [**companies**](https://api.inda.ai/hr/docs/v2/#tag/Company-Management) and [**universities**](https://api.inda.ai/hr/docs/v2/#tag/Universities), so that recruiters may get a better and more detailed idea on the candidates' experiences and acquired skills. All the functionalities mentioned above are meant to help recruiters during the talent acquisition process, by exploiting the power of AI systems. Among the advantages a recruiter has by using this kind of systems, tackling the bias problem is surely one of the most relevant. Bias in recruitment is a serious issue that affect both recruiters and candidates, since it may cause wrong hiring decisions. As we care a lot about this problem, we are constantly working on reduce the bias in original data so that INDA results may be as fair as possible. As of now, in order to tackle the bias issue, INDA automatically ignores specific fields (such as name, gender, age and nationality) during the initial processing of each candidate data. Furthermore, we decided to let users collect data of various types, including personal or sensitive details, but we do not allow their usage if it is different from statistical purposes; our aim is to discourage recruiters from focusing on candidates' personal information, and to put their attention on the candidate's skills and abilities. We want to help recruiters to prevent any kind of bias while searching for the most valuable candidates they really need. The following documentation is addressed both to developers, in order to provide all technical details for INDA integration, and to managers, to guide them in the exploration of the implementation possibilities. The host of the API is [https://api.inda.ai/hr/v2/](https://api.inda.ai/hr/v2/). We recommend to check the API version and build (displayed near the documentation title). You can contact us at [email protected] in case of problems, suggestions, or particular needs. The search panel on the left can be used to navigate through the documentation and provides an overview of the API structure. On the right, you can find (*i*) the url of the method, (*ii*) an example of request body (if present), and (*iii*) an example of response for each response code. Finally, in the central section of each API method, you can find (*i*) a general description of the purpose of the method, (*ii*) details on parameters and request body schema (if present), and (*iii*) details on response schema, error models, and error codes.

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Add this project to any WordPress install based on pantheon-systems/wordpress-bedrock-recommend to enable it for use on Pantheon.

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RESTful API for Account Information Services (AIS) and Payment Initiation Services (PIS) Application Version: 2.29.4 The following pages give you some general information on how to use our APIs. The actual API services documentation then follows further below. You can use the menu to jump between API sections. This page has a built-in HTTP(S) client, so you can test the services directly from within this page, by filling in the request parameters and/or body in the respective services, and then hitting the TRY button. Note that you need to be authorized to make a successful API call. To authorize, refer to the 'Authorization' section of the API, or just use the OAUTH button that can be found near the TRY button. General information Error Responses When an API call returns with an error, then in general it has the structure shown in the following example: { "errors": [ { "message": "Interface 'FINTS_SERVER' is not supported for this operation.", "code": "BAD_REQUEST", "type": "TECHNICAL" } ], "date": "2020-11-19T16:54:06.854+01:00", "requestId": "selfgen-312042e7-df55-47e4-bffd-956a68ef37b5", "endpoint": "POST /api/v2/bankConnections/import", "authContext": "1/21", "bank": "DEMO0002 - finAPI Test Redirect Bank (id: 280002, location: none)" } If an API call requires an additional authentication by the user, HTTP code 510 is returned and the error response contains the additional "multiStepAuthentication" object, see the following example: { "errors": [ { "message": "Es ist eine zusätzliche Authentifizierung erforderlich. Bitte geben Sie folgenden Code an: 123456", "code": "ADDITIONAL_AUTHENTICATION_REQUIRED", "type": "BUSINESS", "multiStepAuthentication": { "hash": "678b13f4be9ed7d981a840af8131223a", "status": "CHALLENGE_RESPONSE_REQUIRED", "challengeMessage": "Es ist eine zusätzliche Authentifizierung erforderlich. Bitte geben Sie folgenden Code an: 123456", "answerFieldLabel": "TAN", "redirectUrl": null, "redirectContext": null, "redirectContextField": null, "twoStepProcedures": null, "photoTanMimeType": null, "photoTanData": null, "opticalData": null, "opticalDataAsReinerSct": false } } ], "date": "2019-11-29T09:51:55.931+01:00", "requestId": "selfgen-45059c99-1b14-4df7-9bd3-9d5f126df294", "endpoint": "POST /api/v2/bankConnections/import", "authContext": "1/18", "bank": "DEMO0001 - finAPI Test Bank" } An exception to this error format are API authentication errors, where the following structure is returned: { "error": "invalid_token", "error_description": "Invalid access token: cccbce46-xxxx-xxxx-xxxx-xxxxxxxxxx" } Paging API services that may potentially return a lot of data implement paging. They return a limited number of entries within a "page". Further entries must be fetched with subsequent calls. Any API service that implements paging provides the following input parameters: • "page": the number of the page to be retrieved (starting with 1). • "perPage": the number of entries within a page. The default and maximum value is stated in the documentation of the respective services. A paged response contains an additional "paging" object with the following structure: { ... , "paging": { "page": 1, "perPage": 20, "pageCount": 234, "totalCount": 4662 } } Internationalization The finAPI services support internationalization which means you can define the language you prefer for API service responses. The following languages are available: German, English, Czech, Slovak. The preferred language can be defined by providing the official HTTP Accept-Language header. finAPI reacts on the official iso language codes "de", "en", "cs" and "sk" for the named languages. Additional subtags supported by the Accept-Language header may be provided, e.g. "en-US", but are ignored. If no Accept-Language header is given, German is used as the default language. Exceptions: • Bank login hints and login fields are only available in the language of the bank and not being translated. • Direct messages from the bank systems typically returned as BUSINESS errors will not be translated. • BUSINESS errors created by finAPI directly are available in German and English. • TECHNICAL errors messages meant for developers are mostly in English, but also may be translated. Request IDs With any API call, you can pass a request ID via a header with name "X-Request-Id". The request ID can be an arbitrary string with up to 255 characters. Passing a longer string will result in an error. If you don't pass a request ID for a call, finAPI will generate a random ID internally. The request ID is always returned back in the response of a service, as a header with name "X-Request-Id". We highly recommend to always pass a (preferably unique) request ID, and include it into your client application logs whenever you make a request or receive a response (especially in the case of an error response). finAPI is also logging request IDs on its end. Having a request ID can help the finAPI support team to work more efficiently and solve tickets faster. Overriding HTTP methods Some HTTP clients do not support the HTTP methods PATCH or DELETE. If you are using such a client in your application, you can use a POST request instead with a special HTTP header indicating the originally intended HTTP method. The header's name is X-HTTP-Method-Override. Set its value to either PATCH or DELETE. POST Requests having this header set will be treated either as PATCH or DELETE by the finAPI servers. Example: X-HTTP-Method-Override: PATCH POST /api/v2/label/51 {"name": "changed label"} will be interpreted by finAPI as: PATCH /api/v2/label/51 {"name": "changed label"} User metadata With the migration to PSD2 APIs, a new term called "User metadata" (also known as "PSU metadata") has been introduced to the API. This user metadata aims to inform the banking API if there was a real end-user behind an HTTP request or if the request was triggered by a system (e.g. by an automatic batch update). In the latter case, the bank may apply some restrictions such as limiting the number of HTTP requests for a single consent. Also, some operations may be forbidden entirely by the banking API. For example, some banks do not allow issuing a new consent without the end-user being involved. Therefore, it is certainly necessary and obligatory for the customer to provide the PSU metadata for such operations. As finAPI does not have direct interaction with the end-user, it is the client application's responsibility to provide all the necessary information about the end-user. This must be done by sending additional headers with every request triggered on behalf of the end-user. At the moment, the following headers are supported by the API: • "PSU-IP-Address" - the IP address of the user's device. It has to be an IPv4 address, as some banks cannot work with IPv6 addresses. If a non-IPv4 address is passed, we will replace the value with our own IPv4 address as a fallback. • "PSU-Device-OS" - the user's device and/or operating system identification. • "PSU-User-Agent" - the user's web browser or other client device identification. FAQ Is there a finAPI SDK? Currently we do not offer a native SDK, but there is the option to generate an SDK for almost any target language via OpenAPI. Use the 'Download SDK' button on this page for SDK generation. How can I enable finAPI's automatic batch update? Currently there is no way to set up the batch update via the API. Please contact [email protected] for this. Why do I need to keep authorizing when calling services on this page? This page is a "one-page-app". Reloading the page resets the OAuth authorization context. There is generally no need to reload the page, so just don't do it and your authorization will persist.

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Paragon Processing PlatformThis document is to provide a detailed description of how a developer or software solution provider can integrate with the Paragon Processing Platform (Paragon Platform). The Paragon Platform is for developers who wish to use Paragon's processing services within their software applications. The Paragon Platform can stand alone as a web-based storefront with (or without) attached card readers or may be used in combination with point-of-sale (POS) and order entry applications.The Paragon Platform accepts payments in many forms, including check, credit, debit, gift, loyalty and EBT cards. Payments may be taken online, over the telephone, from a mobile phone and at physical store locations. In addition to handling large volumes of payment transactions, the Paragon Platform manages and settles batches, protects sensitive card information, administers billing contracts and produces operational and analytical reports. Application Programming Interfaces (APIs) With our API, software systems and devices communicate with the Paragon Platform by exchanging messages. Client Application formulates a message and transmits the request to the Paragon Platform. The Paragon Platform translates the request and relays it to the Payment Processing Network. The Payment Processing Network processes the request and returns a response to the Paragon Platform. The Paragon Platform translates the response and relays it to the Client Application.The Path to Integration Step 1: Open a Test Account Visit https://developer.paragonsolutions.com/testaccount to register for a free test account. Once registered you have instant access to your test account credentials and all the documentation you need to get started. Head over to the library and make sure to check out all of our API's to learn about the Paragon Processing Platform transaction requests and responses.Step 2: Code & CertifyOnce in the Paragon Development portal, begin your certification or have an experienced Paragon integration specialist guide you through the testing process. Once coding and testing are completed submit your request for certification. Our team will then perform a detailed review of your integration to make sure your integration meets all your business requirements for success. Step 3: Go Live!After final review and testing your software solution is ready to begin taking live payments! We know, an integration that is easy sounds too good to be true. Don't take our word for it, start your integration today! Developer NotesInstall your development platform according to its product documentation.Read through all the steps before you get started. We recommend reviewing the rest of this guide to familiarize yourself with the Paragon Processing Platform's terms, capabilities, web services and operations.

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RESTful API for Account Information Services (AIS) and Payment Initiation Services (PIS) The following pages give you some general information on how to use our APIs. The actual API services documentation then follows further below. You can use the menu to jump between API sections. This page has a built-in HTTP(S) client, so you can test the services directly from within this page, by filling in the request parameters and/or body in the respective services, and then hitting the TRY button. Note that you need to be authorized to make a successful API call. To authorize, refer to the 'Authorization' section of the API, or just use the OAUTH button that can be found near the TRY button. General information Error Responses When an API call returns with an error, then in general it has the structure shown in the following example: { "errors": [ { "message": "Interface 'FINTS_SERVER' is not supported for this operation.", "code": "BAD_REQUEST", "type": "TECHNICAL" } ], "date": "2020-11-19 16:54:06.854", "requestId": "selfgen-312042e7-df55-47e4-bffd-956a68ef37b5", "endpoint": "POST /api/v1/bankConnections/import", "authContext": "1/21", "bank": "DEMO0002 - finAPI Test Redirect Bank" } If an API call requires an additional authentication by the user, HTTP code 510 is returned and the error response contains the additional "multiStepAuthentication" object, see the following example: { "errors": [ { "message": "Es ist eine zusätzliche Authentifizierung erforderlich. Bitte geben Sie folgenden Code an: 123456", "code": "ADDITIONAL_AUTHENTICATION_REQUIRED", "type": "BUSINESS", "multiStepAuthentication": { "hash": "678b13f4be9ed7d981a840af8131223a", "status": "CHALLENGE_RESPONSE_REQUIRED", "challengeMessage": "Es ist eine zusätzliche Authentifizierung erforderlich. Bitte geben Sie folgenden Code an: 123456", "answerFieldLabel": "TAN", "redirectUrl": null, "redirectContext": null, "redirectContextField": null, "twoStepProcedures": null, "photoTanMimeType": null, "photoTanData": null, "opticalData": null } } ], "date": "2019-11-29 09:51:55.931", "requestId": "selfgen-45059c99-1b14-4df7-9bd3-9d5f126df294", "endpoint": "POST /api/v1/bankConnections/import", "authContext": "1/18", "bank": "DEMO0001 - finAPI Test Bank" } An exception to this error format are API authentication errors, where the following structure is returned: { "error": "invalid_token", "error_description": "Invalid access token: cccbce46-xxxx-xxxx-xxxx-xxxxxxxxxx" } Paging API services that may potentially return a lot of data implement paging. They return a limited number of entries within a "page". Further entries must be fetched with subsequent calls. Any API service that implements paging provides the following input parameters: • "page": the number of the page to be retrieved (starting with 1). • "perPage": the number of entries within a page. The default and maximum value is stated in the documentation of the respective services. A paged response contains an additional "paging" object with the following structure: { ... , "paging": { "page": 1, "perPage": 20, "pageCount": 234, "totalCount": 4662 } } Internationalization The finAPI services support internationalization which means you can define the language you prefer for API service responses. The following languages are available: German, English, Czech, Slovak. The preferred language can be defined by providing the official HTTP Accept-Language header. finAPI reacts on the official iso language codes "de", "en", "cs" and "sk" for the named languages. Additional subtags supported by the Accept-Language header may be provided, e.g. "en-US", but are ignored. If no Accept-Language header is given, German is used as the default language. Exceptions: • Bank login hints and login fields are only available in the language of the bank and not being translated. • Direct messages from the bank systems typically returned as BUSINESS errors will not be translated. • BUSINESS errors created by finAPI directly are available in German and English. • TECHNICAL errors messages meant for developers are mostly in English, but also may be translated. Request IDs With any API call, you can pass a request ID via a header with name "X-Request-Id". The request ID can be an arbitrary string with up to 255 characters. Passing a longer string will result in an error. If you don't pass a request ID for a call, finAPI will generate a random ID internally. The request ID is always returned back in the response of a service, as a header with name "X-Request-Id". We highly recommend to always pass a (preferably unique) request ID, and include it into your client application logs whenever you make a request or receive a response (especially in the case of an error response). finAPI is also logging request IDs on its end. Having a request ID can help the finAPI support team to work more efficiently and solve tickets faster. Overriding HTTP methods Some HTTP clients do not support the HTTP methods PATCH or DELETE. If you are using such a client in your application, you can use a POST request instead with a special HTTP header indicating the originally intended HTTP method. The header's name is X-HTTP-Method-Override. Set its value to either PATCH or DELETE. POST Requests having this header set will be treated either as PATCH or DELETE by the finAPI servers. Example: X-HTTP-Method-Override: PATCH POST /api/v1/label/51 {"name": "changed label"} will be interpreted by finAPI as: PATCH /api/v1/label/51 {"name": "changed label"} User metadata With the migration to PSD2 APIs, a new term called "User metadata" (also known as "PSU metadata") has been introduced to the API. This user metadata aims to inform the banking API if there was a real end-user behind an HTTP request or if the request was triggered by a system (e.g. by an automatic batch update). In the latter case, the bank may apply some restrictions such as limiting the number of HTTP requests for a single consent. Also, some operations may be forbidden entirely by the banking API. For example, some banks do not allow issuing a new consent without the end-user being involved. Therefore, it is certainly necessary and obligatory for the customer to provide the PSU metadata for such operations. As finAPI does not have direct interaction with the end-user, it is the client application's responsibility to provide all the necessary information about the end-user. This must be done by sending additional headers with every request triggered on behalf of the end-user. At the moment, the following headers are supported by the API: • "PSU-IP-Address" - the IP address of the user's device. • "PSU-Device-OS" - the user's device and/or operating system identification. • "PSU-User-Agent" - the user's web browser or other client device identification. FAQ Is there a finAPI SDK? Currently we do not offer a native SDK, but there is the option to generate a SDK for almost any target language via OpenAPI. Use the 'Download SDK' button on this page for SDK generation. How can I enable finAPI's automatic batch update? Currently there is no way to set up the batch update via the API. Please contact [email protected] for this. Why do I need to keep authorizing when calling services on this page? This page is a "one-page-app". Reloading the page resets the OAuth authorization context. There is generally no need to reload the page, so just don't do it and your authorization will persist.

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