Historically, one of the first implementations of the QA system was the program BASEBALL (1961), created at Stanford University. It was able to answer questions about baseball league scores, statistics etc., using a rule-based language model for “decoding”, generation of natural text and access to a baseball relational database for […] The post Question Answering (QA) System in Python - Introduction to NLP & a Practical Code Example first appeared on ASPER BROTHERS.

Access All Areas members have a great collection of music festival posters to download this week, courtesy of Freepik. These 10 ready-made designs can be customised to easily produce print-ready posters. Many of the designs are made using colourful floral graphics, which makes them suitable for all kinds of promotional uses, not just music events. […] The post 10 Music Festival Poster Templates for Premium Members appeared first on Spoon Graphics.

We have yet another freebie for you guys courtesy of our friends over at Freepik. It’s an amazing icon set that would be perfect for anyone that’s working on an... The post Freebie: Autumn Kawaii Icon Set (50 Icons, SVG & PNG) appeared first on Speckyboy Web Design Magazine.

The photograph is always looking to capture picture-perfect images with creating memories. Using smartphones cameras offers great optics with high-resolution and sharp results. Today photographers are increasing as they click high-quality images with excellent resolution. If you're a beginner and want to click masterpiece, the best we could recommend is to go for the best photo editing app for iPhone and Android to create a great visual strategy. One can also choose a product photography course to include photographic techniques and explain the best photo editing apps they should use. After you pick the best photo editing app, make sure it offers a comprehensive set of tools that make your photos shine.

Web applications are everywhere. There is no official definition, but we've made the distinction: web applications are highly interactive, dynamic and performant, while websites are informational and less transient. This very rough categorization provides us with a starting point, from which to apply development and design patterns. These patterns are often established through a different look at the mainstream techniques, a paradigm shift, convergence with an external concept, or just a better implementation. Universal web applications are one such pattern.The post Server-Side Rendering With React, Node And Express appeared first on Smashing Magazine.

Buttons are a common element of interaction design. While they may seem like a very simple UI element, they are still one of the most important ones to create. In today's article, we'll be covering the essential items you need to know in order to create effective controls that improve user experience. If you'd like to take a go at prototyping and wireframing your own designs a bit more differently, you can download and test Adobe XD for free. The post A Quick Guide For Designing Better Buttons appeared first on Smashing Magazine.

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Latest PECL Releases:uuid 1.2.0 - raise warnings on bad input value with PHP 7 promote warnings to ValueError with PHP 8 add type hinting with PHP 8 fix bug #66982 uuid_mac checks wrong bit/byte for valid MAC address mongodb 1.8.1 ** Bug * [PHPC-1683] - Collect error labels from writeConcernErrors in libmongoc bulk write replies * [PHPC-1687] - Session::commitTransaction() leaks reply document on success pdo_sqlsrv 5.9.0preview1 [Added] - Support for PHP 8.0 RC 1 - Support for Ubuntu 20.04 and Alpine 3.12 - Support for GB18030 locale [#1115]( https://github.com/microsoft/msphpsql/pull/1115) - Feature Request [#924](https://github.com/microsoft/msphpsql/issues/924) - extended PDO errorinfo to include [additional odbc messages if available](https://github.com/microsoft/msphpsql/wiki/Features#pdoErrorInfo) - pull request [#1133]( https://github.com/microsoft/msphpsql/pull/1133) - [Data Classification with rank info](https://github.com/microsoft/msphpsql/wiki/Features#dataClass), which requires [MS ODBC Driver 17.4.2+](https://docs.microsoft.com/sql/connect/odbc/download-odbc-driver-for-sql-server?view=sql-server-ver15) and [SQL Server 2019](https://www.microsoft.com/sql-server/sql-server-2019) or an Azure SQL instance that supports it [Removed] - Dropped support for Ubuntu 19.10 and Debian 8. [Fixed] - Pull Request [#1127](https://github.com/microsoft/msphpsql/pull/1127) - removal of TSRMLS macros in preparation for PHP 8 by remicollet - Pull Request [#1136](https://github.com/microsoft/msphpsql/pull/1136) - improved performance when handling decimal numbers as inputs or outputs and removed unncessary conversions for numeric values - Pull Request [#1143](https://github.com/microsoft/msphpsql/pull/1143) - if an exception occurs when executing a query, will not change the output parameters - Pull Request [#1144](https://github.com/microsoft/msphpsql/pull/1144) - use the correct C types when binding output parameters with integer values - Pull Request [#1146](https://github.com/microsoft/msphpsql/pull/1146) - improved performance when fetching numbers using client buffers - Issue [#1170](https://github.com/microsoft/msphpsql/issues/1170) - when fetching large data types such as ntext will check more than only the display size - pull request [#1172](https://github.com/microsoft/msphpsql/pull/1172) [Limitations] - No support for inout / output params when using sql_variant type - No support for inout / output params when formatting decimal values - In Linux and macOS, setlocale() only takes effect if it is invoked before the first connection. Attempting to set the locale after connecting will not work - Always Encrypted requires [MS ODBC Driver 17+](https://docs.microsoft.com/sql/connect/odbc/linux-mac/installing-the-microsoft-odbc-driver-for-sql-server) - Only Windows Certificate Store and Azure Key Vault are supported. Custom Keystores are not yet supported - Issue [#716](https://github.com/Microsoft/msphpsql/issues/716) - With Always Encrypted enabled, named parameters in subqueries are not supported - Issue [#1050](https://github.com/microsoft/msphpsql/issues/1050) - With Always Encrypted enabled, insertion requires the column list for any tables with identity columns - [Always Encrypted limitations](https://docs.microsoft.com/sql/connect/php/using-always-encrypted-php-drivers#limitations-of-the-php-drivers-when-using-always-encrypted) [Known Issues] - This preview release requires ODBC Driver 17.4.2 or above. Otherwise, a warning about failing to set an attribute may be suppressed when using an older ODBC driver. - Connection pooling on Linux or macOS is not recommended with [unixODBC](http://www.unixodbc.org/) < 2.3.7 - When pooling is enabled in Linux or macOS - unixODBC <= 2.3.4 (Linux and macOS) might not return proper diagnostic information, such as error messages, warnings and informative messages - due to this unixODBC bug, fetch large data (such as xml, binary) as streams as a workaround. See the examples [here](https://github.com/Microsoft/msphpsql/wiki/Features#pooling) sqlsrv 5.9.0preview1 [Added] - Support for PHP 8.0 RC 1 - Support for Ubuntu 20.04 and Alpine 3.12 - Support for GB18030 locale [#1115]( https://github.com/microsoft/msphpsql/pull/1115) - [Data Classification with rank info](https://github.com/microsoft/msphpsql/wiki/Features#dataClass), which requires [MS ODBC Driver 17.4.2+](https://docs.microsoft.com/sql/connect/odbc/download-odbc-driver-for-sql-server?view=sql-server-ver15) and [SQL Server 2019](https://www.microsoft.com/sql-server/sql-server-2019) or an Azure SQL instance that supports it [Removed] - Dropped support for Ubuntu 19.10 and Debian 8. [Fixed] - Pull Request [#1127](https://github.com/microsoft/msphpsql/pull/1127) - removal of TSRMLS macros in preparation for PHP 8 by remicollet - Pull Request [#1136](https://github.com/microsoft/msphpsql/pull/1136) - improved performance when handling decimal numbers as inputs or outputs and removed unncessary conversions for numeric values - Pull Request [#1143](https://github.com/microsoft/msphpsql/pull/1143) - if an exception occurs when executing a query, will not change the output parameters - Pull Request [#1144](https://github.com/microsoft/msphpsql/pull/1144) - use the correct C types when binding output parameters with integer values - Pull Request [#1146](https://github.com/microsoft/msphpsql/pull/1146) - improved performance when fetching numbers using client buffers - Pull Request [#1165](https://github.com/microsoft/msphpsql/pull/1165) - setting query timeout without using LOCK TIMEOUT, which saves an extra trip to the server - Issue [#1170](https://github.com/microsoft/msphpsql/issues/1170) - when fetching large data types such as ntext will check more than only the display size - pull request [#1172](https://github.com/microsoft/msphpsql/pull/1172) [Limitations] - No support for inout / output params when using sql_variant type - No support for inout / output params when formatting decimal values - In Linux and macOS, setlocale() only takes effect if it is invoked before the first connection. Attempting to set the locale after connecting will not work - Always Encrypted requires [MS ODBC Driver 17+](https://docs.microsoft.com/sql/connect/odbc/linux-mac/installing-the-microsoft-odbc-driver-for-sql-server) - Only Windows Certificate Store and Azure Key Vault are supported. Custom Keystores are not yet supported - Issue [#716](https://github.com/Microsoft/msphpsql/issues/716) - With Always Encrypted enabled, named parameters in subqueries are not supported - Issue [#1050](https://github.com/microsoft/msphpsql/issues/1050) - With Always Encrypted enabled, insertion requires the column list for any tables with identity columns - [Always Encrypted limitations](https://docs.microsoft.com/sql/connect/php/using-always-encrypted-php-drivers#limitations-of-the-php-drivers-when-using-always-encrypted) [Known Issues] - This preview release requires ODBC Driver 17.4.2 or above. Otherwise, a warning about failing to set an attribute may be suppressed when using an older ODBC driver. - Connection pooling on Linux or macOS is not recommended with [unixODBC](http://www.unixodbc.org/) < 2.3.7 - When pooling is enabled in Linux or macOS - unixODBC <= 2.3.4 (Linux and macOS) might not return proper diagnostic information, such as error messages, warnings and informative messages - due to this unixODBC bug, fetch large data (such as xml, binary) as streams as a workaround. See the examples [here](https://github.com/Microsoft/msphpsql/wiki/Features#pooling) APCu 5.1.19 - Fixed apcu_store() with integer keys (#388). - Made apc.use_request_time=0 the default (#391). - Made apcu compatible with PHP 8.0. dbase 7.1.0RC2 New features Full fledged arginfo is available under PHP 8 (Remi Collet) Calling dbase functions with wrong parameter types/values throws TypeExceptions and ValueExceptions, respectively, instead of raising warnings under PHP 8 (Remi Collet) Bug Fixes Fixed #80156 (Incomplete records may be written) dbase 7.1.0RC1 New features Full fledged arginfo is available under PHP 8 (Remi Collet) Calling dbase functions with wrong parameter types/values throws TypeExceptions and ValueExceptions, respectively, instead of raising warnings under PHP 8 (Remi Collet) Bug Fixes Fixed #80156 (Incomplete records may be written) maxminddb 1.8.0 * Fixes for PHP 8.0. Pull Request by Remi Collet. GitHub #108. translit 0.7.1 - Added support for PHP 8.0 (Remi Collet) zip 1.19.1 - encode parameter is optional (PHP 8) - deprecate procedural API with PHP 8 - promote warning to exception (PHP 8) - Fixed bug #79678 Build fails due to undeclared ZIP_RDONLY - add ZipArchive::CM_ZSTD constant (since libzip 1.8.0)

When it comes to designing a shirt, you have two primary options - design it yourself using graphic design tools such as Adobe Illustrator or use software made for the job. The good news is that there are plenty of free t-shirt design software options to consider! There are a growing number of platforms that […]

When it comes to designing a poster, a stylish color scheme can go a long way to bringing attention to the design. From bright colors and unusual combinations, to subtle and understated, this is a space where almost anything goes. Here, we're diving into some super cool color schemes that you can use in poster […]