yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb Gleason_Cole_cagleas2_quiz10.ipynb: 0074 for i in range(100): Wang-Jung_Ling_Quiz10.ipynb: 0074 for i in range(100): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0074 for i in range(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0046 for i in range(len(x)): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0074 for i in range(100): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0074 for i in range(100): Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0074 for i in range(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0074 for i in range(100): Deng_Fei_feideng2_lab10.ipynb: 0077 plot(xx,c_noise[0]*xx+c_noise[1],label='Estimate',color='red') Gleason_Cole_cagleas2_quiz10.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0044 for i in range(100): Wang-Jung_Ling_Quiz10.ipynb: 0044 for i in range(100): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0044 for i in range(100): Aranguiz_arangui2_quiz10.ipynb: 0026 W = np.diag(sig_var) Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0044 for i in range(100): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0044 for i in range(100): Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0044 for i in range(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0044 for i in range(100): Chuma_Kabaghe_Quiz10.ipynb de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0037 print c_noise2 Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0043 print c_noise Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0067 print c_true antonacci_dominic_antonacci_quiz10.ipynb: 0037 print c_noise2 antonacci_dominic_antonacci_quiz10.ipynb: 0043 print c_noise antonacci_dominic_antonacci_quiz10.ipynb: 0067 print c_true bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0003 #print A Siddhant_vashistha_quiz10.ipynb Hongru_Wang_Quiz10_NEW .ipynb: 0032 for i in x: Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0016 A = [] Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0016 A = [] Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0080 W = [] crawford_melissa_macrawf2_1hrLATE.ipynb: 0016 A = [] Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0016 A = [] bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0021 for i in arange(100): Mao_ECE398BD_Quiz10_FA2014.ipynb: 0026 i += 1 Wang-Jung_Ling_Quiz10.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0062 for i in range(100): Gleason_Cole_cagleas2_quiz10.ipynb: 0062 for i in range(100): Hongru_Wang_Quiz10_NEW .ipynb: 0028 if i==j: Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0062 for i in range(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0062 for i in range(100): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0062 for i in range(100): Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0062 for i in range(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0062 for i in range(100): bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0032 #print x hongyang_bai_quiz10.ipynb: 0065 for j in range(100): de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb Chuma_Kabaghe_Quiz10.ipynb: 0039 print c_noise2 boyuli2_quiz10.ipynb: 0052 for i in range(M): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0033 for j in range(M): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0052 for i in range(M): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0052 for i in range(M): antonacci_dominic_antonacci_quiz10.ipynb: 0039 print c_noise2 hongyang_bai_quiz10.ipynb: 0052 for i in range(M): Manuel_Devasia_ECE398BD_Quiz10_FA2014.ipynb Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0025 for i in range(0, 100): antonacci_dominic_antonacci_quiz10.ipynb: 0008 # Generate the A matrix bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0013 if i == j: Deng_Fei_feideng2_lab10.ipynb: 0002 x = np.random.uniform(low=x0,high=x1,size=M) Deng_Fei_feideng2_lab10.ipynb: 0056 xx = np.linspace(x0,x1) Hongru_Wang_Quiz10_NEW .ipynb Siddhant_vashistha_quiz10.ipynb: 0005 for i in x: Wang-Jung_Ling_Quiz10.ipynb: 0035 if i==j: Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0037 print W Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0054 for i in xrange(len(sig_var)): Aranguiz_arangui2_quiz10.ipynb: 0018 for i in xrange(100): antonacci_dominic_antonacci_quiz10.ipynb: 0018 for i in xrange(100): Deng_Fei_feideng2_lab10.ipynb: 0018 for i in xrange(100): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0049 for i in range(100): Gleason_Cole_cagleas2_quiz10.ipynb: 0049 for i in range(100): Wang-Jung_Ling_Quiz10.ipynb: 0049 for i in range(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0049 for i in range(100): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0049 for i in range(100): Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0049 for i in range(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0049 for i in range(100): Deng_Fei_feideng2_lab10.ipynb: 0020 Winv = np.linalg.inv(W) Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb Siddhant_vashistha_quiz10.ipynb: 0031 A = [] Hongru_Wang_Quiz10_NEW .ipynb: 0047 for i in xrange(len(sig_var)): Hongru_Wang_Quiz10_NEW .ipynb: 0071 print W Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0026 W[i][i] = sig_var[i] HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0026 W[i][i] = sig_var[i] Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0018 print cls Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0026 W[i][i] = sig_var[i] Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0031 A = [] crawford_melissa_macrawf2_1hrLATE.ipynb: 0018 print cls crawford_melissa_macrawf2_1hrLATE.ipynb: 0031 A = [] Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0031 A = [] boyuli2_quiz10.ipynb de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0028 for i in range(M): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0028 for i in range(M): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0028 for i in range(M): Deng_Fei_feideng2_lab10.ipynb: 0017 for i in xrange(M): hongyang_bai_quiz10.ipynb: 0028 for i in range(M): hongyang_bai_quiz10.ipynb: 0047 print "Weighted LSE has closer estimation to the true value" hongyang_bai_quiz10.ipynb: 0065 if abs(m1) > abs(m2): Aranguiz_arangui2_quiz10.ipynb Gleason_Cole_cagleas2_quiz10.ipynb: 0020 W = np.diag(sig_var) Hongru_Wang_Quiz10_NEW .ipynb: 0024 for i in xrange(100): antonacci_dominic_antonacci_quiz10.ipynb: 0011 for i in xrange(len(x)): antonacci_dominic_antonacci_quiz10.ipynb: 0024 for i in xrange(100): bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0008 A[i][1] = 1 bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0058 A[i][0] = x[i] Deng_Fei_feideng2_lab10.ipynb: 0024 for i in xrange(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0043 for i in range(len(x)): yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0067 for i in range(100): Gleason_Cole_cagleas2_quiz10.ipynb: 0067 for i in range(100): Wang-Jung_Ling_Quiz10.ipynb: 0067 for i in range(100): de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0010 for j in range(M): de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0056 for i in range(M): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0067 for i in range(100): Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0027 W[i][i] = sig_var[i] boyuli2_quiz10.ipynb: 0056 for i in range(M): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0016 print X HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0027 W[i][i] = sig_var[i] HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0056 for i in range(M): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0067 for i in range(100): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0069 W = np.zeros([M,M]) Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0027 W[i][i] = sig_var[i] Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0036 print "" Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0067 for i in range(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0067 for i in range(100): bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0039 print y_true Deng_Fei_feideng2_lab10.ipynb: 0036 print "" hongyang_bai_quiz10.ipynb: 0056 for i in range(M): maier_ECE398BD_Quiz10_FA2014.ipynb bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0023 W = np.zeros((100,100)) HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0068 for i in range(100): Gleason_Cole_cagleas2_quiz10.ipynb: 0068 for i in range(100): Wang-Jung_Ling_Quiz10.ipynb: 0068 for i in range(100): de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0058 for i in range(M): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0068 for i in range(100): Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0026 W[i][i] = sig_var[i] boyuli2_quiz10.ipynb: 0058 for i in range(M): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0015 print X Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0026 W[i][i] = sig_var[i] Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0032 W = np.zeros([M,M]) Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0058 for i in range(M): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0068 for i in range(100): Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0026 W[i][i] = sig_var[i] Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0068 for i in range(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0068 for i in range(100): bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0036 print x hongyang_bai_quiz10.ipynb: 0058 for i in range(M): Fedderson_ECE398BD_Quiz10_FA2014.ipynb Siddhant_vashistha_quiz10.ipynb: 0011 A = [] Siddhant_vashistha_quiz10.ipynb: 0073 W = [] Manuel_Devasia_ECE398BD_Quiz10_FA2014.ipynb: 0025 for i in range(0, 100): Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0010 W[i][i] = sig_var[i] Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0011 A = [] Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0076 print cls Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0010 W[i][i] = sig_var[i] HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0010 W[i][i] = sig_var[i] crawford_melissa_macrawf2_1hrLATE.ipynb: 0011 A = [] crawford_melissa_macrawf2_1hrLATE.ipynb: 0042 A = np.array(A) crawford_melissa_macrawf2_1hrLATE.ipynb: 0076 print cls Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0011 A = [] Deng_Fei_feideng2_lab10.ipynb: 0048 At = np.transpose(A) Deng_Fei_feideng2_lab10.ipynb: 0066 y_noise3 = np.array(y_noise3).flatten() Deng_Fei_feideng2_lab10.ipynb: 0085 y_noise3 = [] Mao_ECE398BD_Quiz10_FA2014.ipynb: 0042 A = np.array(A) Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0025 for i in range(100): Gleason_Cole_cagleas2_quiz10.ipynb: 0025 for i in range(100): Chuma_Kabaghe_Quiz10.ipynb: 0024 print c_true Chuma_Kabaghe_Quiz10.ipynb: 0038 print c_noise Wang-Jung_Ling_Quiz10.ipynb: 0025 for i in range(100): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0025 for i in range(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0025 for i in range(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0069 print "" HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0025 for i in range(100): antonacci_dominic_antonacci_quiz10.ipynb: 0024 print c_true antonacci_dominic_antonacci_quiz10.ipynb: 0038 print c_noise Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0025 for i in range(100): Deng_Fei_feideng2_lab10.ipynb: 0069 print "" crawford_melissa_macrawf2_1hrLATE.ipynb Siddhant_vashistha_quiz10.ipynb: 0036 A = [] Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0020 print cls Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0036 A = [] Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0020 print cls Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0036 A = [] Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0075 A = np.array(A) Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0023 return cls Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0036 A = [] Mao_ECE398BD_Quiz10_FA2014.ipynb: 0075 A = np.array(A) McLaughlin_ECE398BD_Quiz10_FA2014.ipynb Mao_ECE398BD_Quiz10_FA2014.ipynb: 0026 print c_ls antonacci_dominic_antonacci_quiz10.ipynb Chuma_Kabaghe_Quiz10.ipynb: 0045 print c_noise Chuma_Kabaghe_Quiz10.ipynb: 0067 print c_noise2 Chuma_Kabaghe_Quiz10.ipynb: 0073 print c_true de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0067 print c_noise2 Manuel_Devasia_ECE398BD_Quiz10_FA2014.ipynb: 0046 # Generate the A matrix Hongru_Wang_Quiz10_NEW .ipynb: 0031 for i in xrange(100): Aranguiz_arangui2_quiz10.ipynb: 0016 for i in xrange(len(x)): Aranguiz_arangui2_quiz10.ipynb: 0031 for i in xrange(100): Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0045 print c_noise Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0073 print c_true Deng_Fei_feideng2_lab10.ipynb: 0031 for i in xrange(100): Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0026 for i in range(100): Gleason_Cole_cagleas2_quiz10.ipynb: 0026 for i in range(100): Siddhant_vashistha_quiz10.ipynb: 0016 A = [] Wang-Jung_Ling_Quiz10.ipynb: 0026 for i in range(100): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0026 for i in range(100): Tang_Yuhan_ytang14_ECE398BD_Quiz10_FA2014.ipynb: 0016 A = [] Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0026 for i in range(100): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0026 for i in range(100): Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0016 A = [] Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0026 for i in range(100): crawford_melissa_macrawf2_1hrLATE.ipynb: 0016 A = [] crawford_melissa_macrawf2_1hrLATE.ipynb: 0053 return cls bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb: 0030 #print W bradley_snyder_Quiz10_FA2014_1hrLATE.ipynb Chuma_Kabaghe_Quiz10.ipynb: 0033 #print A Siddhant_vashistha_quiz10.ipynb: 0022 for i in arange(100): Wang-Jung_Ling_Quiz10.ipynb: 0044 #print x Manuel_Devasia_ECE398BD_Quiz10_FA2014.ipynb: 0021 if i == j: Aranguiz_arangui2_quiz10.ipynb: 0059 A[i][1] = 1 Aranguiz_arangui2_quiz10.ipynb: 0080 A[i][0] = x[i] Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0092 print y_true maier_ECE398BD_Quiz10_FA2014.ipynb: 0086 W = np.zeros((100,100)) HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0089 print x Dandala_ECE398BD_Quiz10_FA2014_kris_dandala.ipynb: 0034 #print W Deng_Fei_feideng2_lab10.ipynb yi-luen_wu_ECE398BD_Quiz10_FA2014.ipynb: 0091 plot(xx,c_noise[0]*xx+c_noise[1],label='Estimate',color='red') Manuel_Devasia_ECE398BD_Quiz10_FA2014.ipynb: 0001 x = np.random.uniform(low=x0,high=x1,size=M) Manuel_Devasia_ECE398BD_Quiz10_FA2014.ipynb: 0015 xx = np.linspace(x0,x1) Hongru_Wang_Quiz10_NEW .ipynb: 0056 for i in xrange(100): Survila_ECE398BD_Quiz10_FA2014_survila2.ipynb: 0057 Winv = np.linalg.inv(W) boyuli2_quiz10.ipynb: 0049 for i in xrange(M): Aranguiz_arangui2_quiz10.ipynb: 0056 for i in xrange(100): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0065 print "" Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0045 At = np.transpose(A) Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0068 y_noise3 = np.array(y_noise3).flatten() Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0090 y_noise3 = [] Tsung_hang_lei_ECE398BD_Quiz10_FA2014.ipynb: 0065 print "" antonacci_dominic_antonacci_quiz10.ipynb: 0056 for i in xrange(100): Mao_ECE398BD_Quiz10_FA2014.ipynb: 0071 return c_ls julia_labelle_quiz10_FLU_ON_TIME.ipynb Mao_ECE398BD_Quiz10_FA2014.ipynb Siddhant_vashistha_quiz10.ipynb: 0036 i += 1 Fedderson_ECE398BD_Quiz10_FA2014.ipynb: 0070 A = np.array(A) crawford_melissa_macrawf2_1hrLATE.ipynb: 0070 A = np.array(A) McLaughlin_ECE398BD_Quiz10_FA2014.ipynb: 0033 print c_ls Deng_Fei_feideng2_lab10.ipynb: 0001 return c_ls hongyang_bai_quiz10.ipynb Wang-Jung_Ling_Quiz10.ipynb: 0068 for j in range(100): de Paula Vasconcelos_ECE398BD_Quiz10_FA2014-Thiago_.ipynb: 0054 for i in range(M): boyuli2_quiz10.ipynb: 0046 print "Weighted LSE has closer estimation to the true value" boyuli2_quiz10.ipynb: 0054 for i in range(M): boyuli2_quiz10.ipynb: 0059 if abs(m1) > abs(m2): Shih_ECE398BD_Quiz10_FA2014_ChienTung_Shih.ipynb: 0054 for i in range(M): HengWei_Hsu_ECE398BD_Quiz10_FA2014.ipynb: 0054 for i in range(M): Quiz10_CheatDetect.ipynb