├── Readme.md ├── TA_Session_1 ├── HW4.ipynb ├── Metropolis_in_High_Dim.ipynb ├── Monte_Carlo.py ├── Monte_Carlo_Class.py ├── TA_Session_1.md ├── Weird_Property_of_High_Dim.ipynb ├── Why_Class.ipynb ├── Why_Metropolis.ipynb ├── Why_Use_Monte_Carlo_in_High_Dim.ipynb └── Why_Variance_of_Monte_Carlo_Is_Important.ipynb ├── TA_Session_2 └── 第二次习题课讲义_Zeying.pdf └── TA_Session_3 ├── Auto_Worm_Behavior_Detector.pdf ├── Compu_Physi_Sum.pdf ├── Iris.ipynb ├── MC_FD_FE_MD.pdf ├── ML_Note_Yixuan.md ├── ML_Note_Yixuan.pdf ├── ML_Note_Yixuan ├── QKW3FYU_5CRN_CCGV%IC794.png ├── image-20241212113354014.png ├── image-20241213182449657-1734090628505-1.png ├── image-20241219100620929.png ├── image-20241219101000370.png ├── image-20241219101703198.png ├── image-20241219101801421.png ├── image-20241219102124542.png ├── image-20241219102232564.png ├── image-20241219105801884.png ├── image-20241219110114917.png ├── image-20241219110149491.png ├── image-20241219110614526.png ├── image-20241219111147595.png ├── image-20241219111632439.png ├── image-20241219111827202.png ├── image-20241219112110185.png ├── image-20241219112317305.png ├── image-20241219112400952.png ├── image-20241219112407843.png ├── image-20241219114206477.png ├── image-20241219122257830.png ├── image-20241219122640016.png ├── image-20241219122953022.png ├── image-20241223102849861.png ├── image-20241223105953690.png ├── image-20241223111411511.png ├── image-20241225084214123.png ├── image-20241225091502137.png ├── image-20241225091713856.png ├── image-20241225103236725.png ├── image-20241225104153388.png ├── image-20241225104338455.png ├── image-20241225104416067.png ├── image-20241225110909475.png ├── image-20241225111049550.png ├── image-20241225111551841.png ├── image-20241225111606247.png ├── image-20241225112135876.png ├── image-20241225112254046.png ├── image-20241225112256052.png ├── image-20241225113526069.png ├── image-20241225113543442.png ├── image-20241225174838627.png ├── image-20241225175140568.png ├── image-20241225175400548.png ├── image-20241225175709159.png ├── image-20241225175736294.png ├── image-20241225175751724.png ├── image-20241225175945470.png ├── image-20241225180042240.png ├── image-20241225180127150.png ├── image-20241225180128527.png ├── image-20241225180206668.png ├── image-20241225184808174.png ├── image-20241225185544502.png ├── image-20241226095523350.png ├── image-20241226095850213.png ├── image-20241226095851547.png ├── image-20241226095930539.png ├── image-20241226095950750.png ├── image-20241226100945354.png ├── image-20241226104809905.png ├── image-20241226110333456.png ├── image-20241226110338264.png ├── image-20241226110406006.png ├── image-20241226110433684.png ├── image-20241226113107510.png ├── image-20241226113930073.png ├── image-20241226114042802.png ├── image-20241226114244331.png ├── image-20241226114402328.png ├── image-20241226114447451.png ├── image-20241226120933646.png ├── image-20241226122115504.png ├── image-20241226122232952.png ├── image-20241226122402744.png ├── image-20241226122500958.png ├── image-20241226180808542.png ├── image-20241226180857162.png ├── image-20241226181249261.png ├── image-20241226181258826.png ├── image-20241231101347410.png ├── image-20250102100626475.png ├── image-20250102102806987.png ├── image-20250102104407156.png ├── image-20250102104500611.png ├── image-20250102113029658.png ├── image-20250102121203546.png ├── image-20250102121949623.png ├── image-20250104142621192.png ├── image-20250104145619510.png ├── image-20250104145638227.png ├── image-20250104150104222.png ├── image-20250104150325842.png ├── image-20250104150417278.png ├── image-20250104150429153.png ├── image-20250104150917422.png ├── image-20250104175500394.png ├── image-20250104175541592.png ├── image-20250105095841911.png ├── image-20250114130313069.png ├── image-20250114235701345.png ├── image-20250115091443831.png ├── image-20250115091447508.png ├── image-20250128073125084.png ├── {1F28FB64-95E4-4C93-9373-FCED0522C59A}.png ├── {2633EC2D-15F1-4524-8BF7-D9F3443D186B}.png ├── {41D2BC70-3AFE-44B5-830E-555077059F2B}.png ├── {57812B77-15FD-40B4-BF5D-6980F263A8B0}.png ├── {69D231F7-51EF-481D-A3EE-98B39C9FB408}.png ├── {7D8E4DF0-837B-4892-A580-31AA0F75DFEA}.png ├── {7FAEFCF9-CB62-4ED5-9DFF-F5CC3480E88B}.png ├── {82684098-8122-4613-9696-F9472C5837E2}.png ├── {89E13704-14D8-43E1-9F24-4CBB08AF6C36}.png ├── {8A81F38A-5C3B-4CF0-B000-AC9C2C5F111B}.png └── {8DABBB7B-570F-4818-9F9C-AAE59FFC0A15}.png ├── More_Is_Different.pdf ├── Neuro_DL.pdf ├── Titanic ├── Sinking_of_the_RMS_Titanic_animation.gif └── titanic │ ├── Titanic.ipynb │ ├── gender_submission.csv │ ├── random_forest_tree.pdf │ ├── test.csv │ └── train.csv └── 顺序.pdf /Readme.md: -------------------------------------------------------------------------------- 1 | *Computational Physics B*, at USTC, 2024 Fall. 2 | 3 | Contact: yixuanli@mail.ustc.edu.cn 4 | 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