diff --git "a/PL9fwy3NUQKwZhC2eomQhHTffLApa8bETi/1yMI1kNL2Xs_raw.json" "b/PL9fwy3NUQKwZhC2eomQhHTffLApa8bETi/1yMI1kNL2Xs_raw.json"
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+{"segments": [{"id": 1, "seek": 3417, "start": 5.23, "end": 34.17, "text": "طب السلام عليكم وعليكم العفو يا شباب نكمل اليوم ان شاء الله تعالى موضوع ال functions اللي حكينا فيه من المرة الماضية كنا بدأنا فيه اتكلمنا عن معظم ال applications او الصور السابقة اللي أخدناها في المصاد وشوفنا كيف ممكن كلها نعبر عنها بشكل functions ثم اتكلمنا في نهاية المحاضرة على أنواع ال functions واللي بدأنا فيها بال one to one", "tokens": [9566, 3555, 21136, 37440, 25894, 24793, 4032, 3615, 20292, 24793, 18863, 5172, 2407, 35186, 13412, 3555, 16758, 8717, 24793, 1211, 45595, 20498, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 3714, 2407, 11242, 45367, 2423, 6828, 13672, 1829, 11331, 4117, 1829, 8315, 8978, 3224, 9154, 9673, 25720, 9673, 46958, 10632, 9122, 8315, 47525, 10721, 8315, 8978, 3224, 1975, 2655, 4117, 19528, 8315, 18871, 20449, 19913, 2304, 2423, 5821, 1975, 2407, 31767, 13063, 21136, 16758, 28671, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 8978, 9673, 9381, 18513, 4032, 8592, 38688, 8315, 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to set B معناته يوجد لها inverse of F", "tokens": [3555, 28543, 2288, 1975, 39648, 1975, 3615, 28480, 4117, 16712, 6027, 1829, 2423, 3228, 1020, 313, 39896, 479, 490, 992, 316, 281, 992, 363, 20449, 8315, 47395, 7251, 29245, 3215, 5296, 11296, 17340, 295, 479], "avg_logprob": -0.2521701446837849, "compression_ratio": 1.1160714285714286, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 658.33, "end": 658.81, "word": "بقدر", "probability": 0.9065755208333334}, {"start": 658.81, "end": 659.13, "word": " اقول", "probability": 0.748291015625}, {"start": 659.13, "end": 659.79, "word": " اعرفك", "probability": 0.8516845703125}, {"start": 659.79, "end": 660.15, "word": " التالي", "probability": 0.9637044270833334}, {"start": 660.15, "end": 660.23, "word": " ال", "probability": 0.92333984375}, {"start": 660.23, "end": 660.73, "word": " bijection", "probability": 0.68438720703125}, {"start": 660.73, "end": 660.91, "word": " هي", "probability": 0.75439453125}, {"start": 660.91, "end": 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ليش؟ لأنه إذا ضربناها في ال inverse تبعها المفروض أنه يعطيني ال identity بالظبط الواحد ال identity ف ال identity function هي فعليا حاصر الشي هذه", "tokens": [27842, 2423, 363, 5296, 2423, 316, 4032, 8978, 21542, 6027, 3660, 29538, 5551, 4117, 25708, 39896, 30544, 5296, 28820, 2445, 3845, 17340, 2445, 20328, 5016, 1829, 5016, 22807, 5551, 4117, 25708, 32239, 8592, 22807, 5296, 33456, 3224, 11933, 15730, 48812, 25513, 8315, 11296, 8978, 2423, 17340, 6055, 3555, 3615, 11296, 9673, 5172, 32887, 11242, 14739, 3224, 7251, 3615, 9566, 9957, 1829, 2423, 6575, 20666, 19913, 3555, 9566, 2423, 14407, 24401, 2423, 6575, 6156, 2423, 6575, 2445, 39896, 6156, 3615, 20292, 995, 11331, 33546, 2288, 25124, 1829, 29538], "avg_logprob": -0.17604759081520818, "compression_ratio": 1.6777251184834123, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 691.59, "end": 691.83, "word": "من", "probability": 0.81103515625}, {"start": 691.83, "end": 691.97, "word": " ال", "probability": 0.9404296875}, 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لما تقول واحد اتنين تلاتة خمسة تمانية هي sequence with five elements طبعا ممكن تزود او ممكن تزود واحدة من ال sequences المهمة جدا او ال strings المهمة جدا هذه اللي هناخدها لاحقا اتوقع مرت عليكم يمكن", "tokens": [41185, 21542, 6027, 3660, 29538, 568, 77, 6156, 3224, 1829, 30544, 43242, 4117, 6225, 3215, 3215, 18863, 1863, 33546, 2288, 294, 4959, 1975, 2407, 294, 8432, 11778, 47283, 1211, 2423, 992, 23032, 1829, 3555, 50113, 6027, 15844, 29910, 23275, 5296, 15042, 6055, 39648, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 16490, 2304, 3794, 3660, 46811, 7649, 10632, 39896, 8310, 365, 1732, 4959, 23032, 3555, 3615, 995, 3714, 43020, 6055, 11622, 23328, 1975, 2407, 3714, 43020, 6055, 11622, 23328, 36764, 24401, 3660, 9154, 2423, 22978, 9673, 16095, 3660, 10874, 28259, 1975, 2407, 2423, 13985, 9673, 16095, 3660, 10874, 28259, 29538, 13672, 1829, 8032, 1863, 47283, 3215, 11296, 20193, 5016, 4587, 995, 1975, 2655, 30543, 3615, 3714, 43500, 25894, 24793, 7251, 43020], 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الآن يعني زي ما بيقولوا تتوقعوا العناصر اللي وراه فيكفي ان احنا نكتب مجموعة اول مجموعة عناصر بحيث انه عرفنا نسبيا او جزئيا ال sequence فال sequence احد طرق تعريفه انه نعرفه ب few first elements او last elements حتى", "tokens": [3224, 15730, 2423, 8310, 23758, 39894, 28543, 2288, 14407, 6024, 48506, 37495, 22653, 30767, 1829, 19446, 4724, 1829, 39648, 14407, 6055, 2655, 30543, 3615, 14407, 18863, 1863, 33546, 2288, 13672, 1829, 4032, 23557, 3224, 8978, 4117, 41185, 16472, 1975, 5016, 8315, 8717, 4117, 2655, 3555, 3714, 7435, 2304, 2407, 27884, 1975, 12610, 3714, 7435, 2304, 2407, 27884, 18871, 33546, 2288, 4724, 5016, 1829, 12984, 16472, 3224, 6225, 28480, 8315, 8717, 3794, 21292, 995, 1975, 2407, 10874, 11622, 19986, 25528, 2423, 8310, 6156, 6027, 8310, 1975, 24401, 23032, 2288, 4587, 37279, 16572, 5172, 3224, 16472, 3224, 8717, 3615, 28480, 3224, 4724, 1326, 700, 4959, 1975, 2407, 1036, 4959, 11331, 49975], "avg_logprob": -0.14843750514767387, "compression_ratio": 1.8130841121495327, 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" بتقبلش", "probability": 0.961669921875}, {"start": 1877.73, "end": 1878.83, "word": " هنا", "probability": 0.89697265625}, {"start": 1878.83, "end": 1879.13, "word": " بتقبل", "probability": 0.83203125}, {"start": 1879.13, "end": 1879.63, "word": " تكرار", "probability": 0.9900716145833334}, {"start": 1879.63, "end": 1881.01, "word": " هنا", "probability": 0.7001953125}, {"start": 1881.01, "end": 1881.71, "word": " لأنه", "probability": 0.8566080729166666}, {"start": 1881.71, "end": 1882.67, "word": " كل", "probability": 0.986328125}, {"start": 1882.67, "end": 1883.31, "word": " عنصر", "probability": 0.98828125}, {"start": 1883.31, "end": 1884.17, "word": " function", "probability": 0.91357421875}, {"start": 1884.17, "end": 1885.49, "word": " بال", "probability": 0.966796875}, {"start": 1885.49, "end": 1886.01, "word": " location", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 78, "seek": 191348, "start": 1887.28, "end": 1913.48, "text": "بال position لاحظ هنا ال element هذا هو مربوط بال position لكن قد تصدف أنه ال form اللي تبعتك فيها تكرار بس ال answer الأول غير الأخر ليش؟ لأنه هدف ال position كذا وهو هدف ال position آخر تماما، هنشوف بالظبط ف ال index مختلف تماما زي الأمثلة اللي هناخدها لقدام فهي فعليا احنا سببنا و عرفنا أنه فعليا هي function", "tokens": [3555, 6027, 2535, 20193, 5016, 19913, 34105, 2423, 4478, 23758, 31439, 3714, 25513, 2407, 9566, 20666, 2535, 44381, 12174, 3215, 6055, 9381, 3215, 5172, 14739, 3224, 2423, 1254, 13672, 1829, 6055, 3555, 34268, 4117, 8978, 11296, 6055, 37983, 9640, 4724, 3794, 2423, 1867, 16247, 12610, 32771, 13546, 16247, 34740, 32239, 8592, 22807, 5296, 33456, 3224, 8032, 3215, 5172, 2423, 2535, 9122, 15730, 37037, 2407, 8032, 3215, 5172, 2423, 2535, 19753, 34740, 46811, 10943, 995, 12399, 8032, 1863, 8592, 38688, 20666, 19913, 3555, 9566, 6156, 2423, 8186, 3714, 46456, 46538, 46811, 10943, 995, 30767, 1829, 16247, 2304, 12984, 37977, 13672, 1829, 8032, 1863, 47283, 3215, 11296, 5296, 28543, 10943, 6156, 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مختلف", "probability": 0.9786783854166666}, {"start": 1906.8, "end": 1907.72, "word": " تماما", "probability": 0.9977213541666666}, {"start": 1907.72, "end": 1908.14, "word": " زي", "probability": 0.772216796875}, {"start": 1908.14, "end": 1908.46, "word": " الأمثلة", "probability": 0.8951416015625}, {"start": 1908.46, "end": 1908.58, "word": " اللي", "probability": 0.958251953125}, {"start": 1908.58, "end": 1908.94, "word": " هناخدها", "probability": 0.9107421875}, {"start": 1908.94, "end": 1909.36, "word": " لقدام", "probability": 0.6066080729166666}, {"start": 1909.36, "end": 1909.98, "word": " فهي", "probability": 0.87646484375}, {"start": 1909.98, "end": 1910.48, "word": " فعليا", "probability": 0.835205078125}, {"start": 1910.48, "end": 1911.14, "word": " احنا", "probability": 0.88134765625}, {"start": 1911.14, "end": 1911.78, "word": " سببنا", "probability": 0.888916015625}, {"start": 1911.78, "end": 1911.9, "word": " و", "probability": 0.9921875}, {"start": 1911.9, "end": 1912.2, "word": " عرفنا", "probability": 0.9060872395833334}, {"start": 1912.2, "end": 1912.46, "word": " أنه", "probability": 0.593017578125}, {"start": 1912.46, "end": 1912.9, "word": " فعليا", "probability": 0.9158935546875}, {"start": 1912.9, "end": 1913.06, "word": " هي", "probability": 0.9453125}, {"start": 1913.06, "end": 1913.48, "word": " function", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 79, "seek": 191887, "start": 1914.47, "end": 1918.87, "text": "عرفنا في النهاية أن هي function ل subset of integers", "tokens": [3615, 28480, 8315, 8978, 28239, 11296, 10632, 14739, 39896, 2445, 5296, 25993, 295, 41674], "avg_logprob": -0.24596354564030964, "compression_ratio": 0.922077922077922, "no_speech_prob": 0.0, "words": [{"start": 1914.47, "end": 1914.99, "word": "عرفنا", "probability": 0.78515625}, {"start": 1914.99, "end": 1915.15, "word": " في", "probability": 0.77099609375}, {"start": 1915.15, "end": 1915.49, "word": " النهاية", "probability": 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معادلة تبدأها من الصفر فتنجبر تبدأ من الواحد okay مقبولة مش مشكلة ابدأ من الواحد", "tokens": [2304, 8592, 39896, 4117, 2423, 41674, 29538, 1975, 15042, 6055, 44510, 10721, 9154, 4018, 6156, 3555, 38251, 1829, 11296, 3303, 1230, 1975, 2407, 6055, 44510, 10721, 9154, 2423, 14407, 24401, 4724, 43042, 3224, 3714, 4587, 3555, 12610, 3660, 37893, 1975, 1829, 37893, 28820, 3660, 8717, 44510, 10721, 9154, 2423, 14407, 24401, 6156, 17082, 6027, 3555, 995, 39896, 11296, 39627, 15730, 25124, 28820, 3303, 1230, 4724, 44510, 10721, 9154, 4018, 1975, 2407, 4724, 44510, 10721, 9154, 2423, 14407, 24401, 9122, 15040, 8032, 15042, 20328, 5016, 4032, 4724, 2304, 8592, 1829, 21542, 6027, 3714, 9957, 13672, 1829, 4724, 5016, 24793, 4117, 16472, 4117, 6055, 25957, 1211, 2423, 8513, 20328, 5016, 24976, 4959, 1975, 8315, 3714, 43020, 1975, 3615, 9566, 1829, 4117, 3714, 7435, 2304, 2407, 27884, 4959, 4032, 15042, 2655, 15040, 38436, 8592, 1975, 1829, 20449, 18513, 37977, 6055, 44510, 10721, 11296, 9154, 31767, 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211367, "start": 2086.98, "end": 2113.68, "text": "مجموعة ellipses اللي هي مجموعة تلتة نقاط على الأقل بتفهم منها انه ال series أو ال sequence مستمر هاي مثال set of a n تمام n في index هنا رغم ان هي set فبفهم انه هذه sequence ال sequence هذه قاللي صفر واحد اربع تسعة ستاشر خمسة و عشرين ellipses يعني مستمرة", "tokens": [2304, 7435, 2304, 2407, 27884, 8284, 2600, 279, 13672, 1829, 39896, 3714, 7435, 2304, 2407, 27884, 6055, 1211, 2655, 3660, 8717, 4587, 41193, 15844, 16247, 4587, 1211, 39894, 5172, 16095, 9154, 11296, 16472, 3224, 2423, 2638, 34051, 2423, 8310, 3714, 14851, 29973, 8032, 47302, 50113, 6027, 992, 295, 257, 297, 46811, 10943, 297, 8978, 8186, 34105, 12602, 17082, 2304, 16472, 39896, 992, 6156, 3555, 5172, 16095, 16472, 3224, 29538, 8310, 2423, 8310, 29538, 50239, 20292, 20328, 5172, 2288, 36764, 24401, 1975, 25513, 3615, 6055, 3794, 27884, 8608, 2655, 33599, 2288, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 8284, 2600, 279, 37495, 22653, 3714, 14851, 29973, 3660], 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{"start": 2216.54, "end": 2217.02, "word": " واحد", "probability": 0.98828125}, {"start": 2217.02, "end": 2217.52, "word": " طب", "probability": 0.834716796875}, {"start": 2217.52, "end": 2217.66, "word": " لأ", "probability": 0.707763671875}, {"start": 2217.66, "end": 2218.42, "word": " امتى؟", "probability": 0.761962890625}], "temperature": 1.0}, {"id": 91, "seek": 224271, "start": 2220.12, "end": 2242.72, "text": "فإذا infinite sequence هنا بنتكلم عن infinite sequence لنهائي هذه series أو سلسلة لنهائية من مجموعة main العناصر مستمرة طول ما هتكبر في N هتعطيك قيمة هتعطيك locations لأن N هنا أصبحت تعبر عن location جد ما تكبر في قيمة N هتعطيك locations إضافية", "tokens": [5172, 28814, 15730, 13785, 8310, 34105, 4724, 29399, 4117, 19528, 18871, 13785, 8310, 5296, 1863, 3224, 16373, 1829, 29538, 2638, 34051, 8608, 1211, 3794, 37977, 5296, 1863, 3224, 16373, 10632, 9154, 3714, 7435, 2304, 2407, 27884, 2135, 18863, 1863, 33546, 2288, 3714, 14851, 29973, 3660, 23032, 12610, 19446, 8032, 2655, 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"probability": 0.9833984375}, {"start": 2646.1, "end": 2646.28, "word": " مش", "probability": 0.90576171875}, {"start": 2646.28, "end": 2646.68, "word": " هيك", "probability": 0.892578125}, {"start": 2646.68, "end": 2647.66, "word": " ال", "probability": 0.8818359375}, {"start": 2647.66, "end": 2647.84, "word": " odd", "probability": 0.845703125}, {"start": 2647.84, "end": 2648.46, "word": " ال", "probability": 0.81494140625}, {"start": 2648.46, "end": 2648.62, "word": " odd", "probability": 0.97900390625}, {"start": 2648.62, "end": 2649.04, "word": " numbers", "probability": 0.53955078125}, {"start": 2649.04, "end": 2650.22, "word": " ال", "probability": 0.86572265625}, {"start": 2650.22, "end": 2650.34, "word": " odd", "probability": 0.98828125}, {"start": 2650.34, "end": 2650.78, "word": " numbers", "probability": 0.892578125}, {"start": 2650.78, "end": 2651.7, "word": " طيب", "probability": 0.9803059895833334}, {"start": 2651.7, "end": 2654.0, "word": " ليش", "probability": 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2914.5, "word": " اللي", "probability": 0.943603515625}, {"start": 2914.5, "end": 2914.8, "word": " جابله", "probability": 0.92578125}, {"start": 2914.8, "end": 2916.08, "word": " انت", "probability": 0.906982421875}, {"start": 2916.08, "end": 2916.36, "word": " تقولي", "probability": 0.8611653645833334}, {"start": 2916.36, "end": 2916.58, "word": " لأ", "probability": 0.924560546875}, {"start": 2916.58, "end": 2917.14, "word": " الابسط", "probability": 0.76708984375}, {"start": 2917.14, "end": 2917.36, "word": " اني", "probability": 0.744873046875}, {"start": 2917.36, "end": 2917.72, "word": " اجمع", "probability": 0.9193115234375}, {"start": 2917.72, "end": 2917.96, "word": " واحد", "probability": 0.9873046875}, {"start": 2917.96, "end": 2918.36, "word": " وخلاص", "probability": 0.9188232421875}], "temperature": 1.0}, {"id": 119, "seek": 294192, "start": 2919.22, "end": 2941.92, "text": "فبرضه المشكلة ما زالت قائمة في هذا النوع من أنواع المشاكل لأنه أصلا من الأساس لم تعرف صح مافيش إلى حل كل واحد هيفهمها زي ما بده لأن مفهومنا ل ال simplest برضه مختلف من واحد للتاني انت بتفهم ��لبسيط غير ان انا بفهم البسيط وعشانك طرق تفكيرنا مختلفة كويس", "tokens": [5172, 26890, 11242, 3224, 9673, 8592, 28820, 3660, 19446, 30767, 6027, 2655, 12174, 16373, 46007, 8978, 23758, 28239, 45367, 9154, 14739, 14407, 3615, 9673, 8592, 995, 28820, 5296, 33456, 3224, 5551, 9381, 15040, 9154, 16247, 3794, 32277, 32767, 37279, 28480, 20328, 5016, 19446, 41185, 8592, 30731, 11331, 1211, 28242, 36764, 24401, 39896, 5172, 16095, 11296, 30767, 1829, 19446, 47525, 3224, 5296, 33456, 3714, 5172, 3224, 20498, 8315, 5296, 2423, 22811, 4724, 43042, 3224, 3714, 46456, 46538, 9154, 36764, 24401, 24976, 2655, 7649, 1829, 16472, 2655, 39894, 5172, 16095, 29739, 3794, 1829, 9566, 32771, 13546, 16472, 1975, 8315, 4724, 5172, 16095, 29739, 3794, 1829, 9566, 4032, 3615, 8592, 7649, 4117, 23032, 2288, 4587, 6055, 5172, 4117, 13546, 8315, 3714, 46456, 46538, 3660, 9122, 45865, 3794], "avg_logprob": 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واحد", "probability": 0.99462890625}, {"start": 2928.06, "end": 2928.66, "word": " هيفهمها", "probability": 0.877685546875}, {"start": 2928.66, "end": 2929.24, "word": " زي", "probability": 0.950927734375}, {"start": 2929.24, "end": 2929.3, "word": " ما", "probability": 0.9501953125}, {"start": 2929.3, "end": 2929.72, "word": " بده", "probability": 0.919677734375}, {"start": 2929.72, "end": 2930.2, "word": " لأن", "probability": 0.837890625}, {"start": 2930.2, "end": 2931.4, "word": " مفهومنا", "probability": 0.95224609375}, {"start": 2931.4, "end": 2931.92, "word": " ل", "probability": 0.65478515625}, {"start": 2931.92, "end": 2932.58, "word": " ال", "probability": 0.6142578125}, {"start": 2932.58, "end": 2933.14, "word": " simplest", "probability": 0.9814453125}, {"start": 2933.14, "end": 2934.14, "word": " برضه", "probability": 0.9773763020833334}, {"start": 2934.14, "end": 2934.52, "word": " مختلف", "probability": 0.9923502604166666}, {"start": 2934.52, "end": 2934.66, "word": " 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"probability": 0.99365234375}, {"start": 3031.06, "end": 3031.22, "word": " مش", "probability": 0.9912109375}, {"start": 3031.22, "end": 3031.6, "word": " أعداد", "probability": 0.84765625}, {"start": 3031.6, "end": 3031.76, "word": " ال", "probability": 0.9052734375}, {"start": 3031.76, "end": 3032.12, "word": " elements", "probability": 0.92919921875}, {"start": 3032.12, "end": 3032.34, "word": " هي", "probability": 0.6806640625}, {"start": 3032.34, "end": 3032.8, "word": " alphabet", "probability": 0.89794921875}, {"start": 3032.8, "end": 3034.02, "word": " ال", "probability": 0.90380859375}, {"start": 3034.02, "end": 3034.38, "word": " elements", "probability": 0.94091796875}, {"start": 3034.38, "end": 3034.76, "word": " alphabet", "probability": 0.80908203125}, {"start": 3034.76, "end": 3035.06, "word": " زي", "probability": 0.96875}, {"start": 3035.06, "end": 3035.16, "word": " ال", "probability": 0.94873046875}, {"start": 3035.16, "end": 3035.42, "word": " DNA", "probability": 0.92041015625}], "temperature": 1.0}, {"id": 124, "seek": 305147, "start": 3036.57, "end": 3051.47, "text": "مش ال DNA AT CG هي الأربع رموز فقط اللي بيستخدموها فقط ترتيبهم هو اللي بيختلف لما بدي أتكلم عنها as a set هقول إن هي فقط AT CG وبس وسكر", "tokens": [2304, 8592, 2423, 8272, 8872, 38007, 39896, 16247, 25513, 3615, 12602, 2304, 2407, 11622, 6156, 47432, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 2407, 11296, 6156, 47432, 6055, 2288, 31371, 3555, 16095, 31439, 13672, 1829, 4724, 1829, 46456, 46538, 5296, 15042, 4724, 16254, 5551, 2655, 4117, 19528, 18871, 11296, 382, 257, 992, 8032, 39648, 36145, 39896, 6156, 47432, 8872, 38007, 46599, 3794, 46952, 37983], "avg_logprob": -0.15, "compression_ratio": 1.448051948051948, "no_speech_prob": 1.0907649993896484e-05, "words": [{"start": 3036.57, "end": 3036.81, "word": "مش", "probability": 0.741943359375}, {"start": 3036.81, "end": 3036.91, "word": " ال", "probability": 0.958984375}, {"start": 3036.91, "end": 3037.13, "word": " DNA", 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3095.45, "text": "صحيح؟ فبصير اسمها string ا ممكن تكون كبيرة مع بعض فبنعرفها في الحالة اللي عندنا على أساس إن هي big sigma ال big sigma هذه على طول هي finite set of symbols تعرف على أساس إن هي finite set of symbols وتحديدًا alphabet وممكن نقول إنه ال string s string s أي اسم a,b,c,s هنا", "tokens": [9381, 5016, 1829, 5016, 22807, 6156, 3555, 9381, 13546, 24525, 2304, 11296, 6798, 1975, 3714, 43020, 6055, 30544, 9122, 3555, 48923, 20449, 45030, 11242, 6156, 3555, 1863, 3615, 28480, 11296, 8978, 21542, 6027, 3660, 13672, 1829, 43242, 8315, 15844, 5551, 3794, 32277, 36145, 39896, 955, 12771, 2423, 955, 12771, 29538, 15844, 23032, 12610, 39896, 19362, 992, 295, 16944, 37279, 28480, 15844, 5551, 3794, 32277, 36145, 39896, 19362, 992, 295, 16944, 34683, 5016, 16254, 3215, 14111, 995, 23339, 4032, 2304, 43020, 8717, 39648, 36145, 3224, 2423, 6798, 262, 6798, 262, 36632, 24525, 2304, 257, 11, 65, 11, 66, 11, 82, 34105], "avg_logprob": -0.18038366100575665, "compression_ratio": 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على من خلال الـ over ال .. ال alphabet بيج سيجما هو عبارة عن sequence إلها أقولك ببساطة الكلام اللي إحنا بندحكيه مكون من إيش؟ مجموعة العناصر هي alphabet صح؟ حروف لكن الكلمة ممكن يكون في حرف متكرر في نفس الكلمة خلّيني أنا أفترض إن الكلمة هذه هي ال sequence S ال sequence S مثلا computer", "tokens": [6027, 39184, 745, 2937, 15844, 9154, 16490, 1211, 6027, 2423, 39184, 670, 2423, 4386, 2423, 23339, 4724, 1829, 7435, 8608, 1829, 7435, 15042, 31439, 6225, 3555, 9640, 3660, 18871, 8310, 11933, 1211, 11296, 5551, 39648, 4117, 4724, 3555, 3794, 41193, 3660, 2423, 28820, 10943, 13672, 1829, 11933, 5016, 8315, 4724, 41260, 5016, 4117, 1829, 3224, 3714, 30544, 9154, 11933, 1829, 8592, 22807, 3714, 7435, 2304, 2407, 27884, 18863, 1863, 33546, 2288, 39896, 23339, 20328, 5016, 22807, 11331, 32887, 5172, 44381, 33251, 19528, 3660, 3714, 43020, 7251, 30544, 8978, 11331, 28480, 44650, 37983, 2288, 8978, 8717, 36178, 33251, 19528, 3660, 16490, 1211, 11703, 9957, 1829, 41850, 5551, 5172, 2655, 43042, 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"probability": 0.92626953125}, {"start": 3099.73, "end": 3100.07, "word": " alphabet", "probability": 0.658203125}, {"start": 3100.07, "end": 3101.43, "word": " بيج", "probability": 0.4659423828125}, {"start": 3101.43, "end": 3101.95, "word": " سيجما", "probability": 0.7529296875}, {"start": 3101.95, "end": 3102.45, "word": " هو", "probability": 0.7939453125}, {"start": 3102.45, "end": 3102.77, "word": " عبارة", "probability": 0.99609375}, {"start": 3102.77, "end": 3102.97, "word": " عن", "probability": 0.99560546875}, {"start": 3102.97, "end": 3103.83, "word": " sequence", "probability": 0.8310546875}, {"start": 3103.83, "end": 3104.51, "word": " إلها", "probability": 0.698486328125}, {"start": 3104.51, "end": 3105.69, "word": " أقولك", "probability": 0.7684733072916666}, {"start": 3105.69, "end": 3106.19, "word": " ببساطة", "probability": 0.99521484375}, {"start": 3106.19, "end": 3106.63, "word": " الكلام", "probability": 0.8377278645833334}, {"start": 3106.63, "end": 3106.73, 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"probability": 0.30322265625}], "temperature": 1.0}, {"id": 128, "seek": 313086, "start": 3125.9, "end": 3130.86, "text": "تور كويس هذي S", "tokens": [2655, 13063, 9122, 45865, 3794, 8032, 8848, 1829, 318], "avg_logprob": -0.7925781190395356, "compression_ratio": 0.7272727272727273, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3125.9, "end": 3127.3, "word": "تور", "probability": 0.210906982421875}, {"start": 3127.3, "end": 3128.38, "word": " كويس", "probability": 0.8365885416666666}, {"start": 3128.38, "end": 3130.22, "word": " هذي", "probability": 0.470703125}, {"start": 3130.22, "end": 3130.86, "word": " S", "probability": 0.58984375}], "temperature": 1.0}, {"id": 129, "seek": 315837, "start": 3131.81, "end": 3158.37, "text": "هذه واضحة ان ال location لكل alphabet مهم جدا لان اذا غيرتهم هتصير كلمة تانية هيصير string مختلف تماما مالوش علاقة باللي احنا بنحكيه لكن في النهاية هو من ال big sigma فهو من ال big sigma موجود هنا ال index ماعنديهاش ماعناش اي مشكلة فيه natural 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حاجة المهم إذا كان عندك S هي عبارة عن finite string و T كمان finite string ممكن تعمل concatenation", "tokens": [2304, 43020, 8717, 4117, 2655, 3555, 3224, 22342, 3714, 3555, 33599, 25720, 47525, 11536, 16247, 4587, 2407, 9307, 30767, 1829, 19446, 12174, 1211, 8315, 4032, 3714, 43020, 8717, 4117, 2655, 3555, 11296, 39627, 15730, 25124, 28820, 15844, 23032, 12610, 318, 39896, 6225, 3555, 9640, 3660, 18871, 22342, 4032, 3714, 43020, 6055, 4117, 2655, 3555, 11296, 47525, 11536, 33251, 20498, 31377, 9122, 2304, 7649, 47525, 11536, 33251, 20498, 31377, 15844, 23032, 12610, 39627, 15730, 25124, 28820, 1553, 9122, 20498, 3660, 2423, 7649, 11331, 26108, 3660, 9673, 16095, 11933, 15730, 25961, 43242, 4117, 318, 39896, 6225, 3555, 9640, 3660, 18871, 19362, 6798, 4032, 314, 9122, 2304, 7649, 19362, 6798, 3714, 43020, 6055, 25957, 1211, 1588, 7186, 399], "avg_logprob": -0.14291486542286544, "compression_ratio": 2.02262443438914, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3159.03, 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