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๐Ÿ”ฅ As you know ML has proven its importance in many fields, like computer vision, NLP, reinforcement learning, adversarial learning, etc .. Unfortunately, there is a little work to make machine learning accessible for Arabic-speaking people. Arabic language has many complicated features compared to other languages. First, Arabic language is written right to left. Second, it contains many letters that cannot be pronounced by most foreigners like ุถ ุŒ ุบ ุŒ ุญ ุŒ ุฎุŒ ุธ. Moreover, Arabic language contains special characters called Diacritics which are special characters that help readers pronounced words correctly. For instance the statement ุงู„ุณูŽู‘ู„ุงู…ู ุนูŽู„ูŽูŠู’ูƒูู…ู’ ูˆูŽุฑูŽุญู’ู…ูŽุฉู ุงู„ู„ูŽู‘ู‡ู ูˆูŽุจูŽุฑูŽูƒูŽุงุชูู‡ู containts special characters after most of the letters. The diactrics follow special rules to be given to a certain character. These rules are construct a complete area called ุงู„ู†ูŽู‘ุญู’ูˆู ุงู„ู’ุนูŽุฑูŽุจููŠูู‘. Compared to English, the Arabic language words letters are mostly connected ุงู„ู„ุบุฉ as making them disconnected is difficult to read ุง ู„ ู„ ุบ ุฉ. ArbML helps fixing this by implementing many open-source projects that support Arabic, ML and NLP.

https://github.com/zaidalyafeai/ARBML

#machinelearning #deeplearning #artificialintelligence #nlp

โ‡๏ธ @AI_Python_EN



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๐Ÿ”ฅ As you know ML has proven its importance in many fields, like computer vision, NLP, reinforcement learning, adversarial learning, etc .. Unfortunately, there is a little work to make machine learning accessible for Arabic-speaking people. Arabic language has many complicated features compared to other languages. First, Arabic language is written right to left. Second, it contains many letters that cannot be pronounced by most foreigners like ุถ ุŒ ุบ ุŒ ุญ ุŒ ุฎุŒ ุธ. Moreover, Arabic language contains special characters called Diacritics which are special characters that help readers pronounced words correctly. For instance the statement ุงู„ุณูŽู‘ู„ุงู…ู ุนูŽู„ูŽูŠู’ูƒูู…ู’ ูˆูŽุฑูŽุญู’ู…ูŽุฉู ุงู„ู„ูŽู‘ู‡ู ูˆูŽุจูŽุฑูŽูƒูŽุงุชูู‡ู containts special characters after most of the letters. The diactrics follow special rules to be given to a certain character. These rules are construct a complete area called ุงู„ู†ูŽู‘ุญู’ูˆู ุงู„ู’ุนูŽุฑูŽุจููŠูู‘. Compared to English, the Arabic language words letters are mostly connected ุงู„ู„ุบุฉ as making them disconnected is difficult to read ุง ู„ ู„ ุบ ุฉ. ArbML helps fixing this by implementing many open-source projects that support Arabic, ML and NLP.

https://github.com/zaidalyafeai/ARBML

#machinelearning #deeplearning #artificialintelligence #nlp

โ‡๏ธ @AI_Python_EN

BY AI, Python, Cognitive Neuroscience


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Telegram has made it easier for its users to communicate, as it has introduced a feature that allows more than 200,000 users in a group chat. However, if the users in a group chat move past 200,000, it changes into "Broadcast Group", but the feature comes with a restriction. Groups with close to 200k members can be converted to a Broadcast Group that allows unlimited members. Only admins can post in Broadcast Groups, but everyone can read along and participate in group Voice Chats," Telegram added.

The global forecast for the Asian markets is murky following recent volatility, with crude oil prices providing support in what has been an otherwise tough month. The European markets were down and the U.S. bourses were mixed and flat and the Asian markets figure to split the difference.The TSE finished modestly lower on Friday following losses from the financial shares and property stocks.For the day, the index sank 15.09 points or 0.49 percent to finish at 3,061.35 after trading between 3,057.84 and 3,089.78. Volume was 1.39 billion shares worth 1.30 billion Singapore dollars. There were 285 decliners and 184 gainers.

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