diff --git "a/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/w5_g1XJUFrI_raw.json" "b/PL9fwy3NUQKwY229s7FFto_DG4Gk-imNVi/w5_g1XJUFrI_raw.json"
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+{"segments": [{"id": 1, "seek": 5047, "start": 21.01, "end": 50.47, "text": "بسم الله الرحمن الرحيم محاضرة اليوم يتكمل على نفس الموضوع اللي بدأنا فيه المحاضرة السابقة اللي هو ال hybrid intelligent systems المحاضرة الماضية كنا شوفنا كيف ال neural networks بندمجها مع ال rule .. مع ال rule based system و علشان نستفيد من محاسن ال neural networks مع", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 3714, 5016, 46958, 25720, 45595, 20498, 7251, 2655, 24793, 1211, 15844, 8717, 36178, 9673, 2407, 11242, 45367, 13672, 1829, 47525, 10721, 8315, 8978, 3224, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 13672, 1829, 31439, 2423, 13051, 13232, 3652, 9673, 5016, 46958, 25720, 9673, 46958, 10632, 9122, 8315, 13412, 38688, 8315, 9122, 33911, 2423, 18161, 9590, 44945, 40448, 7435, 11296, 20449, 2423, 4978, 4386, 20449, 2423, 4978, 2361, 1185, 4032, 11203, 8592, 7649, 8717, 14851, 5172, 25708, 9154, 3714, 5016, 32277, 1863, 2423, 18161, 9590, 20449], "avg_logprob": 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فيها دي أنارولز الرول بتقول لي إذا كان X1 ينتمي إلى أي من هدولة و X2 ينتمي إلى أي من هدولة فانا بدي أطلع output ال output هذا يعني أن output الرول", "tokens": [45340, 2655, 17082, 13546, 9307, 29538, 27188, 33546, 1211, 1386, 4724, 1829, 3555, 4587, 7578, 8978, 11296, 11778, 1829, 14739, 9640, 12610, 11622, 34892, 12610, 39894, 39648, 32239, 11933, 15730, 25961, 1783, 16, 7251, 29399, 2304, 1829, 30731, 36632, 9154, 8032, 3215, 12610, 3660, 4032, 1783, 17, 7251, 29399, 2304, 1829, 30731, 36632, 9154, 8032, 3215, 12610, 3660, 6156, 7649, 995, 4724, 16254, 5551, 9566, 1211, 3615, 5598, 2423, 5598, 23758, 37495, 22653, 14739, 5598, 34892, 12610], "avg_logprob": -0.36678685591771054, "compression_ratio": 1.7530120481927711, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 302.03, "end": 302.99, "word": "المتغيرات", "probability": 0.74808349609375}, {"start": 302.99, "end": 303.29, "word": " هذه", "probability": 0.48828125}, {"start": 303.29, "end": 303.85, "word": " الفاصل", 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اللي هي الرقم تلاتة تلاقيها في واقع الأبل أيضا على مجموع من ال rules كل rule بتاخد two inputs واحد اللي هو ايش", "tokens": [6027, 2288, 12610, 39894, 39648, 32239, 9122, 2304, 11778, 47341, 3660, 16472, 39237, 6027, 2423, 5598, 2423, 7578, 1975, 1829, 36764, 24401, 9154, 29538, 2423, 34710, 5438, 5296, 8848, 23275, 6055, 9566, 1211, 3615, 15844, 16472, 2655, 2423, 3877, 6055, 3555, 3615, 2423, 7633, 4583, 13672, 1829, 39896, 34892, 4587, 2304, 6055, 1211, 9307, 3660, 6055, 15040, 4587, 1829, 11296, 8978, 36764, 4587, 3615, 16247, 36150, 36632, 11242, 995, 15844, 3714, 7435, 2304, 45367, 9154, 2423, 4474, 28242, 4978, 39894, 47283, 3215, 732, 15743, 36764, 24401, 13672, 1829, 31439, 1975, 1829, 8592], "avg_logprob": -0.382392466709178, "compression_ratio": 1.6069868995633187, "no_speech_prob": 0.0, "words": [{"start": 327.8, "end": 328.16, "word": "الرول", "probability": 0.5180460611979166}, {"start": 328.16, "end": 328.52, "word": " بتقول", "probability": 0.591064453125}, {"start": 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اقرأ R1 و بدأ اترجمها ايش بقول بدأ اكتبها", "tokens": [10721, 12610, 995, 7251, 2655, 30241, 4587, 4724, 7649, 39237, 16606, 2031, 16, 30731, 36632, 36764, 24401, 9154, 2423, 1386, 4032, 6024, 104, 7649, 1829, 4724, 7649, 39237, 16606, 2031, 17, 30731, 36632, 9154, 2423, 1386, 6055, 3555, 3615, 16095, 6156, 3224, 15730, 2423, 7649, 2423, 4474, 497, 16, 4032, 1975, 8315, 47525, 10721, 1975, 4587, 2288, 10721, 497, 16, 4032, 47525, 10721, 1975, 2655, 47341, 2304, 11296, 1975, 1829, 8592, 4724, 39648, 47525, 10721, 1975, 4117, 2655, 3555, 11296], "avg_logprob": -0.4691357965822573, "compression_ratio": 1.6518987341772151, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 366.03, "end": 366.63, "word": "أولا", "probability": 0.3954874674479167}, {"start": 366.63, "end": 367.43, "word": " يتعلق", "probability": 0.700042724609375}, {"start": 367.43, "end": 368.21, "word": " بانتماء", "probability": 0.8077392578125}, {"start": 368.21, "end": 369.03, "word": " x1", "probability": 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" إلى", "probability": 0.51611328125}, {"start": 443.73, "end": 444.77, "word": " R6", "probability": 0.97607421875}, {"start": 444.77, "end": 445.15, "word": " لأن", "probability": 0.759521484375}, {"start": 445.15, "end": 445.45, "word": " ليش", "probability": 0.841064453125}, {"start": 445.45, "end": 445.93, "word": " ستة", "probability": 0.8008626302083334}, {"start": 445.93, "end": 447.29, "word": " rules؟", "probability": 0.5809326171875}, {"start": 447.29, "end": 447.59, "word": " ليش", "probability": 0.91650390625}, {"start": 447.59, "end": 447.73, "word": " مش", "probability": 0.955078125}, {"start": 447.73, "end": 448.25, "word": " تمانية؟", "probability": 0.858642578125}, {"start": 448.25, "end": 448.41, "word": " ليش", "probability": 0.9609375}, {"start": 448.41, "end": 448.59, "word": " مش", "probability": 0.9921875}, {"start": 448.59, "end": 449.41, "word": " عشرة؟", "probability": 0.9542236328125}, {"start": 449.41, "end": 449.71, "word": " خلص", "probability": 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{"start": 477.96, "end": 478.64, "word": " ستة", "probability": 0.82666015625}, {"start": 478.64, "end": 478.9, "word": " rules", "probability": 0.865234375}, {"start": 478.9, "end": 479.6, "word": " ابتدائية", "probability": 0.8301595052083334}, {"start": 479.6, "end": 480.42, "word": " والستة", "probability": 0.6565755208333334}, {"start": 480.42, "end": 480.8, "word": " rules", "probability": 0.87255859375}, {"start": 480.8, "end": 481.92, "word": " جايين", "probability": 0.93701171875}, {"start": 481.92, "end": 482.14, "word": " على", "probability": 0.935546875}, {"start": 482.14, "end": 482.56, "word": " أساس", "probability": 0.9412434895833334}, {"start": 482.56, "end": 483.0, "word": " انه", "probability": 0.5819091796875}, {"start": 483.0, "end": 483.28, "word": " ايش", "probability": 0.8006184895833334}], "temperature": 1.0}, {"id": 17, "seek": 51304, "start": 483.67, "end": 513.05, "text": "كل واحدة بتاخد القلب التابعها من مين من درجة انتماء المتغير إلى ال sets تبعونه طبعا ليش هذا X1 مابوزهش ل B1 وB2 وB3 لأن هدولة مش تبعونه يعني احنا اقول مثلا هذا اللي هو الطول طول الشخص وهذا وزنه الأوزان", "tokens": [28820, 36764, 24401, 3660, 39894, 47283, 3215, 25062, 46152, 16712, 16758, 3615, 11296, 9154, 3714, 9957, 9154, 11778, 47341, 3660, 16472, 39237, 16606, 9673, 2655, 17082, 13546, 30731, 2423, 6352, 6055, 3555, 3615, 11536, 3224, 23032, 3555, 3615, 995, 32239, 8592, 23758, 1783, 16, 3714, 16758, 2407, 11622, 3224, 8592, 5296, 363, 16, 4032, 33, 17, 4032, 33, 18, 5296, 33456, 8032, 3215, 12610, 3660, 37893, 6055, 3555, 3615, 11536, 3224, 37495, 22653, 1975, 5016, 8315, 1975, 39648, 50113, 15040, 23758, 13672, 1829, 31439, 41950, 12610, 23032, 12610, 25124, 9778, 9381, 37037, 15730, 4032, 11622, 1863, 3224, 2423, 10721, 2407, 11622, 7649], "avg_logprob": -0.2841322844468274, "compression_ratio": 1.6826923076923077, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 483.67, "end": 483.93, "word": "كل", "probability": 0.8603515625}, {"start": 483.93, 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"probability": 0.5625406901041666}, {"start": 1048.6, "end": 1050.22, "word": " او", "probability": 0.651611328125}, {"start": 1050.22, "end": 1050.58, "word": " ناقص", "probability": 0.9725341796875}, {"start": 1050.58, "end": 1052.02, "word": " ليش؟", "probability": 0.5581868489583334}, {"start": 1052.02, "end": 1052.18, "word": " ما", "probability": 0.34033203125}, {"start": 1052.18, "end": 1052.32, "word": " هو", "probability": 0.75732421875}, {"start": 1052.32, "end": 1052.52, "word": " الضرب", "probability": 0.9430338541666666}, {"start": 1052.52, "end": 1052.66, "word": " هو", "probability": 0.85986328125}, {"start": 1052.66, "end": 1052.8, "word": " ال", "probability": 0.58154296875}, {"start": 1052.8, "end": 1053.14, "word": " intersection", "probability": 0.0343017578125}, {"start": 1053.14, "end": 1055.42, "word": " انا", "probability": 0.5113525390625}, {"start": 1055.42, "end": 1056.82, "word": " اصبح", "probability": 0.6593424479166666}, {"start": 1056.82, "end": 1057.18, 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هذا ال set اللي يبقى ال zero والعكس لو أكبر من نفس القيمة إذا وقع في المص يبقى انتمائه يعتمد على وين يتقاطع معه", "tokens": [3555, 1863, 16606, 15844, 23758, 2423, 28820, 10943, 11933, 15730, 25961, 2423, 2158, 13672, 1829, 11778, 9778, 1211, 5551, 4587, 1211, 9154, 23758, 37495, 22653, 14739, 3224, 10874, 47302, 34105, 37495, 22653, 14739, 3224, 20193, 7251, 29399, 2304, 1829, 20666, 2304, 25720, 30731, 23758, 2423, 992, 13672, 1829, 7251, 3555, 4587, 7578, 2423, 4018, 16070, 3615, 4117, 3794, 45164, 5551, 4117, 26890, 9154, 8717, 36178, 25062, 32640, 3660, 11933, 15730, 4032, 4587, 3615, 8978, 9673, 9381, 7251, 3555, 4587, 7578, 16472, 39237, 16373, 3224, 7251, 34268, 2304, 3215, 15844, 4032, 9957, 7251, 2655, 4587, 41193, 3615, 20449, 3224], "avg_logprob": -0.31660352451632723, "compression_ratio": 1.78743961352657, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1660.62, "end": 1661.54, "word": "بناء", "probability": 0.613037109375}, {"start": 1661.54, "end": 1661.7, 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notes ال notes اللي في ال layer ال classification layer بدها تستخدم المعادلات هذه عشان تطلع ال output", "tokens": [10721, 9566, 1211, 3615, 9673, 12984, 1211, 12984, 37037, 15730, 2423, 28820, 10943, 31439, 16712, 47341, 46007, 32767, 3615, 18513, 37977, 2423, 46958, 3215, 15040, 3615, 23758, 4032, 2304, 3615, 18513, 37977, 1975, 11242, 3215, 15040, 3615, 23758, 6156, 28820, 2423, 10854, 8978, 16247, 34740, 4724, 1829, 2655, 47341, 2304, 30731, 9673, 3615, 18513, 1211, 9307, 29538, 6225, 8592, 7649, 2423, 5570, 2423, 5570, 13672, 1829, 8978, 2423, 4583, 2423, 21538, 4583, 47525, 11296, 6055, 14851, 9778, 40448, 9673, 3615, 18513, 1211, 9307, 29538, 6225, 8592, 7649, 6055, 9566, 1211, 3615, 2423, 5598], "avg_logprob": -0.30751329945757033, "compression_ratio": 1.9285714285714286, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1689.2, "end": 1689.66, "word": "أطلع", "probability": 0.6108245849609375}, {"start": 1689.66, "end": 1690.36, "word": " المثلث", "probability": 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