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पुस्तकालय एवं विस्तार

TensorFlow का उपयोग करके उन्नत मॉडल या विधियाँ बनाने के लिए पुस्तकालयों का अन्वेषण करें, और TensorFlow का विस्तार करने वाले डोमेन-विशिष्ट एप्लिकेशन पैकेजों तक पहुँचें।

फिल्टर के द्वारा:
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  • टेंसरफ़्लो संपीड़न
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  • टेंसरफ़्लो डेटा सत्यापन
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  • टेन्सरफ्लो निर्णय वन
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  • निष्पक्षता संकेतक
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  • टेन्सरफ्लो हब
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  • टेन्सरफ्लो जाली
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  • टेन्सरफ्लो लाइट माइक्रो
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  • TensorFlow लाइट मॉडल निर्माता
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  • टेंसरफ़्लो मेटाडेटा
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  • एमएल मेटाडेटा
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  • टेंसरफ्लो संभाव्यता
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  • टीएफएक्स-एडॉन्स
    टीएफएक्स के लिए नए घटकों, उदाहरणों, पुस्तकालयों और उपकरणों के निर्माण के लिए सामुदायिक परियोजनाओं का एक संग्रह।
    दस्तावेज़ देखें
    गिटहब देखें
    119

    59

TensorFlow आधिकारिक और अनुसंधान केंद्रित मॉडल और डेटासेट का अन्वेषण करें

मॉडल और डेटासेट देखें
,

पुस्तकालय एवं विस्तार

TensorFlow का उपयोग करके उन्नत मॉडल या विधियाँ बनाने के लिए पुस्तकालयों का अन्वेषण करें, और TensorFlow का विस्तार करने वाले डोमेन-विशिष्ट एप्लिकेशन पैकेजों तक पहुँचें।

फिल्टर के द्वारा:
  • टेन्सरफ्लो ऐडऑन
    TensorFlow के लिए अतिरिक्त कार्यक्षमता, SIG Addons द्वारा अनुरक्षित।
    दस्तावेज़ देखें
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    1.7k

    610

  • टेन्सरफ्लो एजेंट
    सुदृढीकरण शिक्षण एल्गोरिदम को डिजाइन करने, परीक्षण करने और लागू करने के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    2.6k

    706

  • टेंसरफ़्लो संपीड़न
    एंड-टू-एंड अनुकूलित डेटा संपीड़न के साथ एमएल मॉडल बनाने के लिए एक लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    783

    245

  • टेंसरफ़्लो डेटा सत्यापन
    वर्णनात्मक आँकड़ों की गणना करने, स्कीमा का अनुमान लगाने और विसंगतियों का पता लगाने के लिए प्रशिक्षण का विश्लेषण करने और डेटा परोसने के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    735

    158

  • टेन्सरफ्लो निर्णय वन
    मॉडलों के प्रशिक्षण, सेवा और व्याख्या के लिए अत्याधुनिक एल्गोरिदम जो वर्गीकरण, प्रतिगमन और रैंकिंग के लिए निर्णय वनों का उपयोग करते हैं।
    दस्तावेज़ देखें
    गिटहब देखें
    629

    101

  • डोपामाइन
    सुदृढीकरण सीखने के एल्गोरिदम के तेज़ प्रोटोटाइप के लिए एक शोध ढांचा।
    गिटहब देखें
    10.2k

    1.4k

  • निष्पक्षता संकेतक
    एक लाइब्रेरी जो बाइनरी और मल्टीक्लास क्लासिफायर के लिए सामान्य रूप से पहचाने जाने वाले निष्पक्षता मेट्रिक्स की आसान गणना को सक्षम बनाती है।
    दस्तावेज़ देखें
    गिटहब देखें
    324

    78

  • टेन्सरफ़्लो फ़ेडरेटेड
    विकेंद्रीकृत डेटा पर मशीन लर्निंग और अन्य संगणनाओं के लिए एक खुला स्रोत ढांचा।
    दस्तावेज़ देखें
    गिटहब देखें
    2.2k

    570

  • टेन्सरफ्लो जीएनएन
    इनपुट डेटा और प्रशिक्षण मॉडल तैयार करने के लिए टूल सहित ग्राफ़ डेटा (नोड्स और मनमाने फीचर्स वाले किनारे) पर तंत्रिका नेटवर्क बनाने के लिए एक लाइब्रेरी।
    गिटहब देखें
    1.1k

    149

  • टेन्सरफ़्लो ग्राफ़िक्स
    कैमरे, लाइट और सामग्री से लेकर रेंडरर्स तक के कंप्यूटर ग्राफिक्स कार्यात्मकताओं की एक लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    2.7k

    367

  • टेन्सरफ्लो हब
    पुन: प्रयोज्य मशीन लर्निंग के लिए एक पुस्तकालय। न्यूनतम मात्रा में कोड के साथ नवीनतम प्रशिक्षित मॉडल डाउनलोड करें और पुन: उपयोग करें।
    दस्तावेज़ देखें
    गिटहब देखें
    3.4k

    1.7k

  • टेन्सरफ्लो आईओ
    डेटासेट, स्ट्रीमिंग और फ़ाइल सिस्टम एक्सटेंशन, SIG IO द्वारा बनाए रखा जाता है।
    दस्तावेज़ देखें
    गिटहब देखें
    669

    282

  • टेन्सरफ्लो जेवीएम
    जावा और अन्य जेवीएम भाषाओं, जैसे स्काला या कोटलिन के लिए भाषा बाइंडिंग।
    दस्तावेज़ देखें
    गिटहब देखें
    783

    245

  • केरससीवी
    सामान्य कंप्यूटर विज़न कार्यों जैसे डेटा संवर्द्धन, वर्गीकरण, ऑब्जेक्ट डिटेक्शन, विभाजन, और बहुत कुछ के लिए मॉड्यूलर घटकों की एक लाइब्रेरी।
    गिटहब देखें
    852

    276

  • केरसएनएलपी
    एक आसानी से अनुकूलन योग्य प्राकृतिक भाषा प्रसंस्करण पुस्तकालय जो मॉड्यूलर घटक और अत्याधुनिक प्रीसेट वजन और आर्किटेक्चर प्रदान करता है।
    गिटहब देखें
    587

    173

  • टेन्सरफ्लो जाली
    सामान्य ज्ञान आकार की बाधाओं के साथ लचीले, नियंत्रित और व्याख्या योग्य एमएल समाधानों के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    515

    102

  • टेन्सरफ्लो लाइट माइक्रो
    डिजिटल सिग्नल प्रोसेसर (डीएसपी), माइक्रोकंट्रोलर और सीमित मेमोरी वाले अन्य उपकरणों पर एमएल मॉडल चलाने के लिए एक लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    1.4k

    679

  • TensorFlow लाइट मॉडल निर्माता
    एक लाइब्रेरी जो ऑन-डिवाइस प्राकृतिक भाषा प्रसंस्करण, दृष्टि और ऑडियो अनुप्रयोगों के लिए मॉडल प्रशिक्षण को सरल बनाती है।
    दस्तावेज़ देखें
    गिटहब देखें
  • टेन्सरफ्लो लाइट सपोर्ट
    एंड्रॉइड पर मॉडल इंटरफ़ेस को अनुकूलित करने, मेटाडेटा बनाने और मोबाइल परिनियोजन के लिए अनुमान पाइपलाइन बनाने के लिए एक टूलकिट।
    दस्तावेज़ देखें
    गिटहब देखें
    336

    119

  • टेंसरफ़्लो मेटाडेटा
    टूल के बीच TensorFlow-संबंधित मेटाडेटा पास करने के लिए उपयोगिताएँ।
    गिटहब देखें
    100

    51

  • एमएल मेटाडेटा
    मशीन लर्निंग वर्कफ़्लो से जुड़े एमएलओपीएस मेटाडेटा को रिकॉर्ड करने और पुनर्प्राप्त करने के लिए एक लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    566

    127

  • टेंसरफ़्लो मॉडल विश्लेषण
    किनारे और कोने के मामलों और पूर्वाग्रह को मापने के लिए सरल प्रशिक्षण मेट्रिक्स से परे मॉडल परिणामों के गहन विश्लेषण के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    1.2k

    267

  • मॉडल कार्ड टूलकिट
    दस्तावेज़ तैयार करने के लिए उपकरणों का एक संग्रह जो किसी मॉडल के विकास और प्रदर्शन में संदर्भ और पारदर्शिता प्रदान करता है।
    दस्तावेज़ देखें
    गिटहब देखें
    391

    82

  • मॉडल अनुकूलन टूलकिट
    तैनाती और निष्पादन के लिए एमएल मॉडल को अनुकूलित करने के लिए उपकरणों का एक सूट।
    दस्तावेज़ देखें
    गिटहब देखें
    1.4k

    321

  • टेन्सरफ्लो मॉडल निवारण
    एक लाइब्रेरी जो मॉडलों को इस तरह से बनाने और प्रशिक्षित करने में मदद करती है जो अंतर्निहित प्रदर्शन पूर्वाग्रहों के परिणामस्वरूप उपयोगकर्ता को होने वाले नुकसान को कम या समाप्त कर देती है।
    दस्तावेज़ देखें
    गिटहब देखें
    42

    19

  • एनडीअरे
    जावा में एन-डायमेंशनल स्पेस में डेटा में हेरफेर करने के लिए उपयोगिताएँ, एसआईजी जेवीएम द्वारा बनाए रखी जाती हैं।
    गिटहब देखें
    60

    15

  • तंत्रिका संरचित शिक्षा
    फीचर इनपुट के अलावा संरचित संकेतों का लाभ उठाकर तंत्रिका नेटवर्क को प्रशिक्षित करने के लिए एक सीखने की रूपरेखा।
    दस्तावेज़ देखें
    गिटहब देखें
    971

    195

  • टेन्सरफ़्लो गोपनीयता
    एक पायथन लाइब्रेरी जिसमें विभेदक गोपनीयता के साथ मशीन लर्निंग मॉडल के प्रशिक्षण के लिए टेन्सरफ्लो ऑप्टिमाइज़र का कार्यान्वयन शामिल है।
    दस्तावेज़ देखें
    गिटहब देखें
    1.8k

    439

  • टेंसरफ्लो संभाव्यता
    संभाव्य तर्क और सांख्यिकीय विश्लेषण के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    4k

    1.1k

  • टेन्सरफ्लो क्वांटम
    हाइब्रिड क्वांटम-क्लासिकल एमएल मॉडल के तेजी से प्रोटोटाइप के लिए एक क्वांटम मशीन लर्निंग लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    1.7k

    520

  • टेन्सरफ़्लो रैंकिंग
    TensorFlow प्लेटफ़ॉर्म पर लर्निंग-टू-रैंक (LTR) तकनीकों के लिए एक लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    2.7k

    477

  • टेन्सरफ्लो अनुशंसाकर्ता
    अनुशंसा प्रणाली मॉडल के निर्माण के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    1.7k

    249

  • TensorFlow सिफ़ारिशकर्ता ऐडऑन
    TensorFlow पर निर्मित बड़े पैमाने पर अनुशंसा प्रणालियों के लिए डायनामिक एंबेडिंग टेक्नोलॉजी पेश करने वाली सामुदायिक परियोजनाओं का एक संग्रह
    गिटहब देखें
    517

    123

  • टेन्सरफ्लो सर्विंग
    मशीन लर्निंग मॉडल के लिए एक लचीली, उच्च प्रदर्शन वाली सेवा प्रणाली, जिसे उत्पादन वातावरण के लिए डिज़ाइन किया गया है
    दस्तावेज़ देखें
    गिटहब देखें
    6k

    2.2k

  • गाथा
    तंत्रिका नेटवर्क के निर्माण के लिए डीपमाइंड की एक लाइब्रेरी।
    गिटहब देखें
    9.6k

    1.4k

  • टेन्सरफ़्लो टेक्स्ट
    टेन्सरफ्लो 2 के साथ उपयोग के लिए तैयार टेक्स्ट- और एनएलपी-संबंधित कक्षाओं और ऑप्स का एक संग्रह।
    दस्तावेज़ देखें
    गिटहब देखें
    1.2k

    308

  • टेंसरफ़्लो ट्रांसफ़ॉर्म
    बड़े पैमाने पर फीचर इंजीनियरिंग और प्रशिक्षण-सेवा संबंधी विषमता को दूर करने के लिए एक पुस्तकालय।
    दस्तावेज़ देखें
    गिटहब देखें
    970

    213

  • TensorFlow.js
    जावास्क्रिप्ट या Node.js का उपयोग करके एमएल मॉडल के प्रशिक्षण और तैनाती के लिए एक हार्डवेयर-त्वरित लाइब्रेरी।
    दस्तावेज़ देखें
    गिटहब देखें
    17.8k

    1.9k

  • टीएफएक्स
    उत्पादन एमएल पाइपलाइनों को तैनात करने के लिए एक एंड-टू-एंड प्लेटफ़ॉर्म।
    दस्तावेज़ देखें
    गिटहब देखें
    2k

    688

  • टीएफएक्स-एडॉन्स
    टीएफएक्स के लिए नए घटकों, उदाहरणों, पुस्तकालयों और उपकरणों के निर्माण के लिए सामुदायिक परियोजनाओं का एक संग्रह।
    दस्तावेज़ देखें
    गिटहब देखें
    119

    59

TensorFlow आधिकारिक और अनुसंधान केंद्रित मॉडल और डेटासेट का अन्वेषण करें

मॉडल और डेटासेट देखें
,

पुस्तकालय एवं विस्तार

TensorFlow का उपयोग करके उन्नत मॉडल या विधियाँ बनाने के लिए पुस्तकालयों का अन्वेषण करें, और TensorFlow का विस्तार करने वाले डोमेन-विशिष्ट एप्लिकेशन पैकेजों तक पहुँचें।

फिल्टर के द्वारा:
  • टेन्सरफ्लो ऐडऑन
    TensorFlow के लिए अतिरिक्त कार्यक्षमता, SIG Addons द्वारा अनुरक्षित।
    दस्तावेज़ देखें
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    1.7k

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  • टेन्सरफ्लो एजेंट
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