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DIRT-Dataset

train_uid_qid_res.pkl

userId topicId result 2244000020000300090 04b68ec0-4b46-499e-95ce-106e8740c064 1 2244000020000300090 f6a0d36a-66d2-4909-a79b-58115c486e0f 1 2244000020000300090 fce3954c-2b8e-489d-b573-b71dc4cf47ed 1 2244000020000300090 ab1ee7e6-176c-4ce3-bbfb-9a401a6484f2 1 2244000020000300090 cae3da9a-ac1d-4600-936d-812e83010f18 1 2244000020000300090 4e6a0848-aa59-4bce-8207-fe6f17cd29d7 1

test_uid_qid_res.pkl

userId topicId result 2244000020000300090 1a94214e-63e1-4005-9b2f-c15471944639 1 2244000020000300090 7c16e57e-2a9a-4d5c-90d7-94eb61f03c55 1 2244000020000300090 5c955278-877e-4779-9f88-493ad7d3d4ad 1 2244000020000300090 38a77943-6acf-4e20-b042-c1ca45174050 0 2244000020000300090 99069bcf-e5d4-4811-aad1-007f09e6982b 1 4444000020012572011 15bef9fb-5a0b-445d-a9fc-039a399f176c 1 4444000020012572011 92da3170-ab24-49a5-833a-f25bbff81342 0 4444000020012572011 ab759e25-8a8e-47f5-8ed5-121b14d2d2be 1 4444000020012572011 3e5ea95e-b927-4c01-9f3f-be9030ba1f08 0

qid_emb_data.pkl

字典形式 topid : array([[],[],[]])

'06aded55-7df1-48d8-915b-fa54ac54dbdf': array([[ 4.00919771e+00, 2.06961918e+00, -5.10012448e-01, 3.58748585e-02, 2.71491575e+00, -1.90027130e+00, 1.57770944e+00, -2.83253288e+00, -3.47631383e+00, 5.89124870e+00, -2.16571689e+00, 7.49051511e-01, -1.31090105e+00, -1.05662203e+00, -3.91638637e-01, -4.46398914e-01, -5.20412874e+00, 1.10551715e+00, 3.33154750e+00, 3.29201126e+00, 1.57775247e+00, 1.31353080e+00, 2.46230888e+00, 7.45838821e-01, -3.04433894e+00, -4.52229214e+00, 4.27920389e+00, 1.27107263e+00, -8.40669811e-01, -1.65405560e+00, -2.93777084e+00, -2.28110147e+00, -4.35739708e+00, -2.17587161e+00, 6.18092394e+00, -1.90045571e+00, -1.29268336e+00, -4.74936247e+00, -1.91600835e+00, -4.35392475e+00, 5.44767559e-01, -1.34030771e+00, -1.80087841e+00, -1.44792771e+00, -2.48356628e+00, 3.11387944e+00, 6.66476250e+00, -2.78540897e+00, 2.13356423e+00, -9.33107662e+00], [-2.41096091e+00, 2.57869065e-01, 1.27656966e-01, -9.81005728e-01, 4.38932133e+00, 1.76453710e-01, 5.01212263e+00, 4.10683841e-01, 4.39858294e+00, 3.08736873e+00, 4.20772123e+00, -1.24655581e+00, -1.71437538e+00, 3.46969771e+00, 2.32462955e+00, -2.59808373e+00, -3.15544754e-01, 4.04661608e+00, 6.73424661e-01, 1.91677392e+00, 2.39686862e-01, 2.08786273e+00, -1.82439959e+00, -4.29581690e+00, 8.63832057e-01, 5.85446596e+00, 1.15907276e+00, -3.99667084e-01, -1.50998545e+00, 5.21243858e+00, -8.22277486e-01, -8.09600875e-02, -4.04228926e+00, -1.48112917e+00, 5.28954411e+00, 3.36941171e+00, 3.48687816e+00, 1.19447045e-01, -4.46017742e+00, -3.86061573e+00, -4.65663821e-01, 3.26953673e+00, 4.44071913e+00, -2.89113355e+00, -1.48498070e+00, 2.67039990e+00, 6.56694269e+00, 5.08098173e+00, -5.19059134e+00, -1.83480418e+00], [-2.26655793e+00, 6.29124284e-01, 2.72328901e+00, -1.74141228e+00, -5.28630447e+00, -1.42994845e+00, 3.34350228e+00, 1.19056177e+00, -3.36822510e+00, 1.45080245e+00, 2.20893526e+00, -2.67548919e+00, -2.01403069e+00, -3.64757150e-01, -2.84877586e+00, 2.25374436e+00, -7.32829142e+00, -1.09222639e+00, 1.81589925e+00, 4.17030573e+00, 1.57852960e+00, 2.76706386e+00, -1.00921345e+00, -8.16502392e-01, -2.16861534e+00, -3.11657262e+00, 5.68701290e-02, 2.09629798e+00, 3.41530085e-01, -1.04514754e+00, -6.68422580e-01, 3.70679289e-01, 1.24582934e+00, 2.34731889e+00, 2.93123984e+00, 1.98705122e-01, 2.27715898e+00, -6.33561373e+00, -2.84011674e+00, 2.08524632e+00, -2.59625721e+00, -5.73906183e-01, -5.04882050e+00, 5.28673363e+00, -1.64328289e+00, 1.27423918e+00, 5.86694288e+00, -4.92072678e+00, 2.33131075e+00, -3.43111539e+00], [ 4.61740673e-01, -7.36636448e+00, -4.83788699e-01, -4.59897709e+00, -1.63498372e-01, 6.47849357e-03, 1.97069156e+00, 6.25860751e-01, -1.97040284e+00, -4.55439138e+00, -1.25703442e+00, 3.83471417e+00, -4.39834452e+00, -4.35727882e+00, -2.86558008e+00, 2.24977851e+00, -1.41989481e+00, 3.79772353e+00, 1.18781579e+00, -3.26831174e+00, -1.00151432e+00, 2.68701166e-02, -3.19192767e+00, 3.62727213e+00, -5.98135293e-01, -5.22357225e+00, -9.86775160e-01, 9.59152102e-01, -3.63181829e+00, 3.61285776e-01, -5.17763734e-01, 3.12341166e+00, -2.67778802e+00, -1.64824164e+00, 3.10049105e+00, 4.18152094e+00, -3.52137923e-01, -2.34088445e+00, -1.91784883e+00, -2.12697077e+00, -4.61340475e+00, -1.01189649e+00, -2.86256045e-01, 2.14524198e+00, -3.42696762e+00, 2.85989642e+00, 2.83167481e+00, -2.01436853e+00, 9.43655372e-01, -3.33434892e+00], [ 1.87005198e+00, 6.29165709e-01, -8.19865322e+00, 4.13618374e+00, 4.30732870e+00, -3.52179909e+00, 3.80864358e+00, -4.97863388e+00, -4.54822922e+00, 3.05134439e+00, -2.13054016e-01, -2.06229019e+00, -2.34365368e+00, -2.05782318e+00, 2.97753572e+00, -5.72294378e+00, 2.56603479e+00, 1.11626112e+00, 3.67385435e+00, -1.46610332e+00, -3.56023002e+00, 4.42831230e+00, 3.08109665e+00, -2.74619627e+00, -2.58359194e+00, 1.51296449e+00, 2.27726626e+00, -4.41764474e-01, -1.66106868e+00, -9.86091077e-01, -2.51891255e+00, -3.24103451e+00, -3.60224813e-01, 9.56269801e-01, -1.58825070e-01, 3.06297755e+00, -2.41549850e-01, -1.55066717e+00, -3.07699347e+00, 4.50535679e+00, 6.78164530e+00, 6.53909922e-01, -2.04881027e-01, -2.36844563e+00, 4.26684809e+00, 2.32466245e+00, 2.35646129e+00, 6.45314574e-01, 5.76640844e+00, -5.00132963e-02], [ 3.24401069e+00, -4.29690838e-01, -7.39191949e-01, 3.33983588e+00, -5.52982426e+00, 3.74228144e+00, 1.76830435e+00, -1.40439987e+00, -4.32021189e+00, 4.16347361e+00, 5.29965210e+00, 3.39436841e+00, -3.41632438e+00, 1.02664661e+00, 6.33871555e+00, -3.57179141e+00, 1.80564630e+00, -2.93429554e-01, -4.55490112e-01, 1.62783790e+00, -3.50006866e+00, 1.32035410e+00, -2.28684843e-01, -1.73033583e+00, -2.97448826e+00, -6.24188280e+00, 1.43885243e+00, 2.36510396e+00, 1.98757017e+00, 2.64467430e+00, 5.23166561e+00, -1.89264163e-01, -2.39356947e+00, 2.17561990e-01, 3.30637383e+00, 1.04173672e+00, -3.51024556e+00, 2.31321692e-01, -1.46520972e+00, 7.10077286e+00, 3.22279239e+00, -6.52483034e+00, -3.20524526e+00, -1.98109066e+00, 2.43730187e+00, -4.17059469e+00, 2.88207960e+00, -2.09950733e+00, -1.71246004e+00, -8.72723579e-01], [-9.10034895e-01, -1.10374212e+00, -1.59470689e+00, 5.17015040e-01, -4.62984657e+00, -6.33180797e-01, -2.16145587e+00, -7.53664637e+00, -1.72696877e+00, 5.41246653e+00, -2.69221157e-01, 6.12156093e-01, 1.67654634e+00, -1.60170555e+00, -2.32339215e+00, -5.08772564e+00, -4.82843494e+00, -2.64605451e+00, -1.43659687e+00, 9.27410126e-01, -8.53924081e-02, 7.27278709e+00, 2.72260934e-01, -4.68098700e-01, -2.65069389e+00, -6.42045212e+00, -6.74404562e-01, 3.07234836e+00, -3.13199472e+00, -1.09795380e+00, 1.56753033e-01, -3.26639682e-01, -4.07669306e+00, -5.80525637e+00, 1.35425482e+01, -4.69781943e-02, -2.44533777e+00, -4.82852936e+00, 2.99421144e+00, 4.83504981e-01, -1.26652825e+00, 6.67652547e-01, 2.87067413e-01, 3.92488480e+00, -2.80842948e+00, 3.47337651e+00, 3.87946010e+00, -2.01292300e+00, 3.07877278e+00, -6.62668085e+00], [-4.96599227e-01, -5.59426737e+00, 2.55044389e+00, 6.28917038e-01, -2.30018091e+00, -1.15085995e+00, 9.01652396e-01, 2.50495052e+00, -2.13588619e+00, -5.63053417e+00, -1.67168677e-01, 4.29525822e-01, -5.03426218e+00, -2.55912089e+00, -3.19161487e+00, -2.47346330e+00, -1.51752010e-01, 1.04357016e+00, 2.16343179e-01, -2.87966990e+00, 1.98220026e+00, 2.13779283e+00, -6.27778769e-01, 3.28216505e+00, -2.13277534e-01, -4.44010353e+00, 1.80381250e+00, 2.60824823e+00, -6.70121431e+00, -2.24178696e+00, 1.13476884e+00, 6.37758374e-01, -2.11202025e+00, -2.38434100e+00, 4.88106632e+00, -2.00748369e-01, 7.78728902e-01, -8.75666857e-01, -1.66943383e+00, -2.11581302e+00, -5.53357697e+00, 2.01853722e-01, 6.86369777e-01, 1.94206131e+00, -2.32406235e+00, 3.87676740e+00, 1.32548106e+00, -2.51535654e+00, 1.45860112e+00, -5.00826359e+00], [ 3.07951999e+00, 4.90989536e-01, 3.41063023e+00, 2.67917228e+00, -3.30758834e+00, 3.98106933e+00, 1.68792534e+00, 4.16390800e+00, 1.45723271e+00, -9.27102417e-02, 1.61901379e+00, -1.06524825e+00, -3.56626225e+00, -1.23339164e+00, 2.27183867e+00, -7.56947398e-02, 3.34064960e+00, 1.26251101e+00, 1.22211725e-01, 5.36631966e+00, 1.26959717e+00, -2.46580791e+00, -6.47300243e-01, 5.38096488e-01, -2.72911757e-01, -1.72272623e+00, -3.73978686e+00, 1.71236885e+00, -6.46365941e-01, 2.48298025e+00, 6.89760494e+00, 1.09643650e+00, -3.70139122e+00, -1.80157328e+00, 1.19525564e+00, 3.83707285e+00, -9.11709189e-01, -4.94925165e+00, -8.33103359e-01, -2.55511332e+00, -4.36432034e-01, -2.86842227e+00, -3.88635486e-01, -5.88434887e+00, 4.26235944e-01, 2.22804356e+00, 1.10835828e-01, -6.10918343e-01, 9.29568708e-01, -1.27465391e+00], [-2.57711673e+00, 1.08783555e+00, 7.52574742e-01, -2.50142169e+00, -5.70325017e-01, -1.85663617e+00, 2.40607095e+00, -5.05709425e-02, -8.31753433e-01, -1.41432059e+00, 3.04901624e+00, -5.14732027e+00, 1.71213937e+00, 1.03146195e+00, -4.63548750e-01, -6.77991867e+00, 5.96289635e-01, 1.92379642e+00, 1.25613379e+00, 3.63154799e-01, 8.11176181e-01, -2.07006788e+00, -4.38865364e-01, 2.09201026e+00, 2.13052964e+00, -1.33901668e+00, 4.03511906e+00, 9.46347952e-01, -1.13742006e+00, 3.09513187e+00, -4.89288926e-01, -2.53092074e+00, -1.63666338e-01, -2.46829271e+00, 1.05839288e+00, 5.26263285e+00, -2.27791500e+00, -4.43074375e-01, -1.50482368e+00, -3.06083322e+00, -3.18833566e+00, -1.04424906e+00, 2.64882624e-01, -9.32224095e-01, -2.79076195e+00, 8.16703618e-01, 3.10593605e+00, 2.79342937e+00, 2.45148611e+00, -6.17478561e+00], [-2.24862623e+00, 1.93922889e+00, -2.97338396e-01, -3.10040283e+00, -5.96393049e-01, 2.58266211e-01, 2.36581612e+00, -3.38601232e-01, -1.29527736e+00, -1.17605174e+00, 3.25196075e+00, -4.96133041e+00, 2.83624268e+00, 1.76730895e+00, -1.83411133e+00, -7.11363316e+00, 6.02515638e-01, 4.35352534e-01, 1.05184090e+00, 1.36749220e+00, 9.67276871e-01, -2.63290906e+00, -1.52929187e-01, 1.74402905e+00, 1.98631585e+00, -1.03850746e+00, 3.65430164e+00, 1.47823715e+00, -7.48925567e-01, 3.89205098e+00, -1.30679846e+00, -2.89547634e+00, -5.35546124e-01, -3.53339434e+00, 3.55579972e-01, 4.14252329e+00, -1.27285790e+00, -8.99484813e-01, -5.03767788e-01, -3.59172964e+00, -3.65654349e+00, -1.12864804e+00, 1.67889202e+00, -1.68222502e-01, -3.40589690e+00, -8.18296909e-01, 3.19573760e+00, 2.19900322e+00, 2.15733957e+00, -5.96953297e+00]], dtype=float32)

qid_kcode_data.pkl

字典形式 topicid : knowledge_code

'c950ea0f-bbf3-4f71-b58a-14008b162c2c': {'020449002003006n'}, 'f53c6318-f5f0-462f-ae93-016c0feb2d06': {'020449003002020n', '020449005001002n', '020449003004012n'}

code_emb_data.pkl

知识点embedding 50维

            0          1          2          3          4          5   	......... 50维

0 020449006001000n 2.712930 3.728570 -1.110220 2.319400 2.273000 1 020449006003007n -0.158021 -0.201642 1.272220 -0.970810 -1.770180 2 020449002003006n -7.278140 10.549700 4.097670 -4.269430 -10.210600 3 020449003003012n -1.801570 -1.265410 4.382880 5.469050 -7.420310 4 020449002001010n -1.647820 5.249570 0.384920 -2.730560 -0.919775

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