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matrices للمصففات احنا اتكلمنا على المصففات بداية و اتكلمنا على ال vectors مصبور و اتكلمنا على حجام المصففات و كيف بدي اجمع و كيف بدي اضرب و برضه في الشبتر هذا موجود الكلام هذا و ان كانت النسخة الجديدة من الكتابة صلى الله عليه و الحمد شفصلهم الصحيح شغالة انه حطنا ال matrices شبتر لحاله ليه بليش ما تتكلم على ال transformation", "tokens": [1211, 19452, 6156, 3615, 20292, 995, 8032, 29399, 5172, 26108, 10721, 16472, 9673, 2407, 46958, 40228, 29538, 5296, 11296, 11203, 995, 28671, 3714, 3555, 33599, 25720, 9122, 2655, 9566, 21292, 4587, 9307, 5296, 39184, 32284, 5296, 19528, 9381, 5172, 5172, 9307, 1975, 5016, 8315, 1975, 2655, 4117, 19528, 8315, 15844, 9673, 9381, 5172, 5172, 9307, 4724, 28259, 10632, 4032, 1975, 2655, 4117, 19528, 8315, 15844, 2423, 18875, 3714, 9381, 3555, 13063, 4032, 1975, 2655, 4117, 19528, 8315, 15844, 11331, 7435, 10943, 9673, 9381, 5172, 5172, 9307, 4032, 9122, 33911, 4724, 16254, 1975, 7435, 2304, 3615, 4032, 9122, 33911, 4724, 16254, 1975, 11242, 25513, 4032, 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Y", "probability": 0.94921875}, {"start": 223.57, "end": 224.91, "word": " بدي", "probability": 0.834228515625}, {"start": 224.91, "end": 225.35, "word": " تساوي", "probability": 0.8739013671875}, {"start": 225.35, "end": 225.73, "word": " X", "probability": 0.732421875}, {"start": 225.73, "end": 226.57, "word": " زائد", "probability": 0.9708658854166666}, {"start": 226.57, "end": 227.01, "word": " Y", "probability": 0.97998046875}, {"start": 227.01, "end": 228.11, "word": " زائد", "probability": 0.9640299479166666}, {"start": 228.11, "end": 228.49, "word": " واحد", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 9, "seek": 25475, "start": 229.73, "end": 254.75, "text": "وبالتالي لما انا دي اطبقت المعادلة هاي بصرت واحد و واحد انتقلت او اتصرت اتحورت او تمدلت الى النقطة خمسة و خمسة حبر المعادلة طيب لو انا فيها نقطة تانية صفر و خمسة بده يصير شكلها بده تاخد صفر زي الخمسة ستة Y", "tokens": [37746, 6027, 2655, 6027, 1829, 5296, 15042, 1975, 8315, 11778, 1829, 1975, 9566, 3555, 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"seek": 35868, "start": 351.32, "end": 358.68, "text": "ليش ال matrices مهمة لو اتطلعت في العناصر اللي موجودة عندي هنا يا شباب؟ ال coefficient", "tokens": [20292, 8592, 2423, 32284, 3714, 16095, 3660, 45164, 1975, 2655, 9566, 1211, 34268, 8978, 18863, 1863, 33546, 2288, 13672, 1829, 3714, 29245, 23328, 3660, 18871, 16254, 34105, 35186, 13412, 3555, 16758, 22807, 2423, 17619], "avg_logprob": -0.31250000851494925, "compression_ratio": 1.1896551724137931, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 351.32, "end": 352.04, "word": "ليش", "probability": 0.56060791015625}, {"start": 352.04, "end": 352.16, "word": " ال", "probability": 0.84521484375}, {"start": 352.16, "end": 352.48, "word": " matrices", "probability": 0.6328125}, {"start": 352.48, "end": 353.18, "word": " مهمة", "probability": 0.9664713541666666}, {"start": 353.18, "end": 353.86, "word": " لو", "probability": 0.73291015625}, {"start": 353.86, "end": 354.3, "word": " اتطلعت", "probability": 0.739306640625}, {"start": 354.3, "end": 354.4, "word": " في", "probability": 0.8623046875}, {"start": 354.4, "end": 354.86, "word": " العناصر", "probability": 0.8077392578125}, {"start": 354.86, "end": 354.96, "word": " اللي", "probability": 0.791015625}, {"start": 354.96, "end": 355.32, "word": " موجودة", "probability": 0.94580078125}, {"start": 355.32, "end": 355.56, "word": " عندي", "probability": 0.6212158203125}, {"start": 355.56, "end": 355.7, "word": " هنا", "probability": 0.446533203125}, {"start": 355.7, "end": 355.82, "word": " يا", "probability": 0.384521484375}, {"start": 355.82, "end": 357.28, "word": " شباب؟", "probability": 0.8944091796875}, {"start": 357.28, "end": 358.32, "word": " ال", "probability": 0.890625}, {"start": 358.32, "end": 358.68, "word": " coefficient", "probability": 0.93115234375}], "temperature": 1.0}, {"id": 15, "seek": 38347, "start": 359.93, "end": 383.47, "text": "واحد اتنين تلاتة في الصف الأول واحد اتنين تلاتة في الصف التاني يعني ممكن اتكلم على مصفوفة اتنين في 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ال coefficient تبقى الاي قيمتها حسب المعادلة هذه واحد ال B صفر ال C تساوي تلاتة", "tokens": [56, 5835, 6055, 3794, 995, 45865, 16385, 30767, 16373, 3215, 48427, 30767, 16373, 3215, 479, 11331, 2655, 15042, 8032, 2655, 39648, 1829, 2423, 17619, 6055, 3555, 4587, 7578, 42963, 1829, 12174, 32640, 2655, 11296, 11331, 35457, 9673, 3615, 18513, 37977, 29538, 36764, 24401, 2423, 363, 20328, 5172, 2288, 2423, 383, 6055, 3794, 995, 45865, 6055, 1211, 9307, 3660], "avg_logprob": -0.2756885694245161, "compression_ratio": 1.3401360544217686, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 696.51, "end": 696.87, "word": "Y", "probability": 0.294921875}, {"start": 696.87, "end": 697.27, "word": " prime", "probability": 0.1275634765625}, {"start": 697.27, "end": 697.81, "word": " تساوي", "probability": 0.6971282958984375}, {"start": 697.81, "end": 701.43, "word": " EX", "probability": 0.39501953125}, {"start": 701.43, "end": 702.99, "word": " زائد", "probability": 0.5974527994791666}, {"start": 702.99, "end": 704.25, "word": " DY", "probability": 0.7080078125}, {"start": 704.25, "end": 705.91, "word": " زائد", "probability": 0.9285481770833334}, {"start": 705.91, "end": 706.93, "word": " F", "probability": 0.9814453125}, {"start": 706.93, "end": 709.07, "word": " حتما", "probability": 0.7039388020833334}, {"start": 709.07, "end": 709.57, "word": " هتقولي", "probability": 0.6798095703125}, {"start": 709.57, "end": 709.65, "word": " ال", "probability": 0.56640625}, {"start": 709.65, "end": 710.09, "word": " coefficient", "probability": 0.8740234375}, {"start": 710.09, "end": 710.55, "word": " تبقى", "probability": 0.8349609375}, {"start": 710.55, "end": 710.87, "word": " الاي", "probability": 0.6671142578125}, {"start": 710.87, "end": 711.43, "word": " قيمتها", "probability": 0.835693359375}, {"start": 711.43, "end": 712.21, "word": " حسب", "probability": 0.9423828125}, {"start": 712.21, "end": 712.69, "word": " المعادلة", "probability": 0.988037109375}, {"start": 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انعكاس", "probability": 0.97607421875}, {"start": 2650.96, "end": 2651.5, "word": " او", "probability": 0.94970703125}, {"start": 2651.5, "end": 2651.88, "word": " اروح", "probability": 0.8229166666666666}, {"start": 2651.88, "end": 2652.34, "word": " باتجاه", "probability": 0.91015625}, {"start": 2652.34, "end": 2652.54, "word": " ال", "probability": 0.75537109375}, {"start": 2652.54, "end": 2652.74, "word": " Z", "probability": 0.2939453125}, {"start": 2652.74, "end": 2653.56, "word": " حسب", "probability": 0.987060546875}, {"start": 2653.56, "end": 2654.18, "word": " قيمة", "probability": 0.9962565104166666}, {"start": 2654.18, "end": 2656.78, "word": " ال", "probability": 0.9736328125}, {"start": 2656.78, "end": 2657.3, "word": " homogenous", "probability": 0.761962890625}, {"start": 2657.3, "end": 2658.1, "word": " اللي", "probability": 0.87841796875}, {"start": 2658.1, "end": 2658.4, "word": " موجود", "probability": 0.95654296875}, {"start": 2658.4, "end": 2658.76, "word": " عندها", "probability": 0.8154296875}], "temperature": 1.0}, {"id": 99, "seek": 268853, "start": 2659.63, "end": 2688.53, "text": "و هذا هو اللي احنا بنسميه تسلسل ال position تبع ال views الان هذا المثلث لو انا بانظرله من النقطة هذه هشوفه كبير ابعد عنه شوية هيصغر هيصغر هيصغر مظبوط بيصغر حرام عليك يا شيخ هنصير النقطة تبعتي اكبر منه فعلياً صارت ال view تبعتي كل نبة ال view تبعتي كل نبة بتتسع", "tokens": [2407, 23758, 31439, 13672, 1829, 1975, 5016, 8315, 44945, 38251, 1829, 3224, 6055, 3794, 1211, 3794, 1211, 2423, 2535, 6055, 3555, 3615, 2423, 6809, 2423, 7649, 23758, 9673, 12984, 1211, 12984, 45164, 1975, 8315, 4724, 7649, 19913, 2288, 43761, 9154, 28239, 47432, 3660, 29538, 8032, 8592, 38688, 3224, 9122, 3555, 13546, 1975, 3555, 22488, 18871, 3224, 13412, 2407, 10632, 8032, 1829, 9381, 17082, 2288, 8032, 1829, 9381, 17082, 2288, 8032, 1829, 9381, 17082, 2288, 3714, 19913, 3555, 2407, 9566, 4724, 1829, 9381, 17082, 2288, 11331, 2288, 10943, 25894, 4117, 35186, 44049, 9778, 8032, 1863, 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{"start": 2662.25, "end": 2662.39, "word": " ال", "probability": 0.91943359375}, {"start": 2662.39, "end": 2662.69, "word": " position", "probability": 0.85205078125}, {"start": 2662.69, "end": 2663.01, "word": " تبع", "probability": 0.8230794270833334}, {"start": 2663.01, "end": 2663.15, "word": " ال", "probability": 0.8388671875}, {"start": 2663.15, "end": 2663.53, "word": " views", "probability": 0.94775390625}, {"start": 2663.53, "end": 2664.83, "word": " الان", "probability": 0.636474609375}, {"start": 2664.83, "end": 2665.49, "word": " هذا", "probability": 0.841796875}, {"start": 2665.49, "end": 2666.15, "word": " المثلث", "probability": 0.8187255859375}, {"start": 2666.15, "end": 2670.33, "word": " لو", "probability": 0.8115234375}, {"start": 2670.33, "end": 2670.53, "word": " انا", "probability": 0.779296875}, {"start": 2670.53, "end": 2671.05, "word": " بانظرله", "probability": 0.78125}, {"start": 2671.05, "end": 2671.19, "word": " من", "probability": 0.98388671875}, {"start": 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0.870654296875}, {"start": 2680.59, "end": 2680.91, "word": " حرام", "probability": 0.931640625}, {"start": 2680.91, "end": 2681.19, "word": " عليك", "probability": 0.963134765625}, {"start": 2681.19, "end": 2681.27, "word": " يا", "probability": 0.8857421875}, {"start": 2681.27, "end": 2681.53, "word": " شيخ", "probability": 0.926513671875}, {"start": 2681.53, "end": 2682.65, "word": " هنصير", "probability": 0.562744140625}, {"start": 2682.65, "end": 2683.19, "word": " النقطة", "probability": 0.9443359375}, {"start": 2683.19, "end": 2683.45, "word": " تبعتي", "probability": 0.9453125}, {"start": 2683.45, "end": 2683.67, "word": " اكبر", "probability": 0.8722330729166666}, {"start": 2683.67, "end": 2684.17, "word": " منه", "probability": 0.989013671875}, {"start": 2684.17, "end": 2685.19, "word": " فعلياً", "probability": 0.76748046875}, {"start": 2685.19, "end": 2685.43, "word": " صارت", "probability": 0.82373046875}, {"start": 2685.43, "end": 2685.55, "word": " ال", "probability": 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