- 【影视】 Linear Algebra - Khan Academy Online Courses
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Linear Algebra Least Squares Examples_FreeVideoLecturesDOTcom.mp4 86.1 MB
Linear Algebra Vector Triangle Inequality_FreeVideoLecturesDOTcom.mp4 85.5 MB
Inverting matrices (part 2)_FreeVideoLecturesDOTcom.mp4 40.6 MB
Matrices to solve a system of equations_FreeVideoLecturesDOTcom.mp4 40.4 MB
Singular Matrices_FreeVideoLecturesDOTcom.mp4 35.6 MB
Matrices to solve a vector combination problem_FreeVideoLecturesDOTcom.mp4 34.9 MB
Inverse Matrix (part 1)_FreeVideoLecturesDOTcom.mp4 34.5 MB
Matrix multiplication (part 1)_FreeVideoLecturesDOTcom.mp4 33.5 MB
Determining whether a transformation is onto_FreeVideoLecturesDOTcom.mp4 25.8 MB
Proof Invertibility implies a unique solution to f(x)=y_FreeVideoLecturesDOTcom.mp4 25.0 MB
Lin Alg Changing coordinate systems to help find a transformation matrix_FreeVideoLecturesDOTcom.mp4 22.3 MB
Lin Alg Example using orthogonal change-of-basis matrix to find transformation matrix_FreeVideoLecturesDOTcom.mp4 20.8 MB
Matrix multiplication (part 2)_FreeVideoLecturesDOTcom.mp4 19.5 MB
Linear Algebra Parametric Representations of Lines_FreeVideoLecturesDOTcom.mp4 19.4 MB
Linear Algebra Introduction to the inverse of a function_FreeVideoLecturesDOTcom.mp4 19.4 MB
Linear Algebra Vector Examples_FreeVideoLecturesDOTcom.mp4 19.2 MB
Linear Algebra Showing that Inverses are Linear_FreeVideoLecturesDOTcom.mp4 19.1 MB
Null Space and Column Space Basis_FreeVideoLecturesDOTcom.mp4 18.8 MB
Lin Alg Representing vectors in Rn using subspace members_FreeVideoLecturesDOTcom.mp4 18.7 MB
Linear Algebra Deriving a method for determining inverses_FreeVideoLecturesDOTcom.mp4 18.5 MB
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- 【影视】 [FreeTutorials.Us] data-science-linear-regression-in-python
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06 Appendix/035 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
03 Multiple linear regression and polynomial regression/012 Define the multi-dimensional problem and derive the solution.mp4 37.8 MB
02 1-D Linear Regression Theory and Code/006 Define the model in 1-D derive the solution.mp4 25.9 MB
06 Appendix/036 How to Code by Yourself part 1.mp4 25.7 MB
02 1-D Linear Regression Theory and Code/005 Define the model in 1-D derive the solution Updated Version.mp4 20.3 MB
02 1-D Linear Regression Theory and Code/010 Demonstrating Moores Law in Code.mp4 18.3 MB
04 Practical machine learning issues/020 Generalization and Overfitting Demonstration in Code.mp4 18.1 MB
03 Multiple linear regression and polynomial regression/015 Polynomial regression - extending linear regression with Python code.mp4 17.2 MB
03 Multiple linear regression and polynomial regression/014 Coding the multi-dimensional solution in Python.mp4 15.6 MB
06 Appendix/037 How to Code by Yourself part 2.mp4 15.5 MB
03 Multiple linear regression and polynomial regression/011 Define the multi-dimensional problem and derive the solution Updated Version.mp4 15.1 MB
02 1-D Linear Regression Theory and Code/007 Coding the 1-D solution in Python.mp4 15.1 MB
03 Multiple linear regression and polynomial regression/016 Predicting Systolic Blood Pressure from Age and Weight.mp4 12.9 MB
02 1-D Linear Regression Theory and Code/008 Determine how good the model is - r-squared.mp4 11.8 MB
04 Practical machine learning issues/017 What do all these letters mean.mp4 10.1 MB
01 Introduction and Outline/004 How to Succeed in this Course.mp4 9.2 MB
04 Practical machine learning issues/028 Bypass the Dummy Variable Trap with Gradient Descent.mp4 8.9 MB
01 Introduction and Outline/002 What is machine learning How does linear regression play a role.mp4 8.8 MB
04 Practical machine learning issues/030 L1 Regularization - Code.mp4 8.7 MB
04 Practical machine learning issues/021 Categorical inputs.mp4 8.6 MB
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- 【影视】 [GigaCourse.com] Udemy - Complete linear algebra theory and implementation
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11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4 153.0 MB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4 132.5 MB
13. Singular value decomposition/8. Spectral theory of matrices.mp4 127.3 MB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4 98.6 MB
5. Matrix rank/4. Computing rank theory and practice.mp4 94.7 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp4 89.8 MB
7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4 88.7 MB
13. Singular value decomposition/4. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 86.9 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4 84.5 MB
7. Solving systems of equations/6. Reduced row echelon form.mp4 83.1 MB
4. Matrix multiplications/11. Code challenge Geometric transformations via matrix multiplications.mp4 82.9 MB
2. Vectors/10. Dot product geometry sign and orthogonality.mp4 80.6 MB
8. Matrix determinant/8. Code challenge determinant of shifted matrices.mp4 79.8 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4 79.6 MB
4. Matrix multiplications/7. Matrix-vector multiplication.mp4 79.5 MB
2. Vectors/27. Linear independence.mp4 79.4 MB
13. Singular value decomposition/9. SVD for low-rank approximations.mp4 77.5 MB
10. Projections and orthogonalization/11. Code challenge Inverse via QR.mp4 76.0 MB
12. Eigendecomposition/20. Code challenge GED in small and large matrices.mp4 75.9 MB
13. Singular value decomposition/15. Code challenge Create matrix with desired condition number.mp4 75.8 MB
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- 【影视】 Lynda - Drawing Vector Graphics - Linear Line Illustration
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01_02-DrawFree.mp4 165.0 MB
01_03-drawPhoto.mp4 140.2 MB
Exercise Files/Ch 2/Vector_Welding/Vector_Welding/Reference_Material/Linear_Refined_Sketches.psd 127.0 MB
Exercise Files/Ch 2/Vector_Welding/Vector_Welding/Refined_Sketch.tif 57.7 MB
Exercise Files/Ch 2/Thick_and_Thin_Linears/Symmetry_and_Linears/Background.psd 43.7 MB
03_01-lineLinIll.mp4 35.5 MB
01_01-rulesLL.mp4 29.6 MB
02_01-buildSimple.mp4 29.0 MB
02_10-symLin.mp4 26.6 MB
02_05-tipsTricks.mp4 25.2 MB
02_04-welding.mp4 24.0 MB
03_03-LLsolution.mp4 22.7 MB
02_09-widthTool.mp4 20.8 MB
02_07-brushLL.mp4 18.2 MB
Exercise Files/Ch 2/Thick_and_Thin_Linears/Symmetry_and_Linears/Symmetry_and_Linears.ai 17.7 MB
Exercise Files/Ch 2/Linear_Line_Coloring_Tips_and_Tricks/Brushes_and_Linear_Line_Illustrations/Brushes_and_Linear_Line_Illustrations.ai 16.7 MB
Exercise Files/Ch 3/Linear_Line_Challenge/Thick_and_Thin_Linear_Line_Challenge_Art.ai 16.2 MB
Exercise Files/Ch 2/Vector_Welding/Vector_Welding/Reference_Material/Photo_Reference_Compositing.psd 15.8 MB
00_01-Welcome.mp4 14.7 MB
Exercise Files/Ch 2/Linear_Line_Coloring_Tips_and_Tricks/Coloring_and_Detail_Linear_Effects/Coloring_and_Detail_Linear_Effects.ai 14.7 MB
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- 【影视】 Conceptual Physics Alive! - Volume 1 - Intro, Linear Motion, Vectors and Projectiles
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Conceptual Physics Alive! Volume 1: Vectors and Projectiles.m4v 1.0 GB
Conceptual Physics Alive! Volume 1: Introduction.m4v 762.4 MB
Conceptual Physics Alive! Volume 1: Linear Motion.m4v 654.8 MB
Torrent downloaded from Demonoid.me.txt 46 Bytes
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- 【影视】 [DesireCourse.Net] Udemy - Machine Learning for Beginners Linear Regression model in R
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7. Regression models other than OLS/6. Ridge regression and Lasso in R.mp4 130.3 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 129.9 MB
3. Getting started with R and R studio/7. Creating Barplots in R.mp4 123.3 MB
5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 119.3 MB
5. Data Preprocessing/7. EDD in R.mp4 117.7 MB
6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4 109.5 MB
3. Getting started with R and R studio/3. Packages in R.mp4 103.5 MB
5. Data Preprocessing/24. Correlation Matrix in R.mp4 99.7 MB
6. Linear Regression Model/16. Test-Train Split in R.mp4 95.5 MB
7. Regression models other than OLS/2. Subset Selection techniques.mp4 91.3 MB
2. Basics of Statistics/3. Describing the data graphically.mp4 86.2 MB
5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 85.2 MB
5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 82.4 MB
7. Regression models other than OLS/3. Subset selection in R.mp4 80.3 MB
6. Linear Regression Model/11. Multiple Linear Regression in R.mp4 76.7 MB
3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 72.5 MB
5. Data Preprocessing/17. Variable transformation in R.mp4 71.1 MB
6. Linear Regression Model/8. The F - statistic.mp4 67.3 MB
5. Data Preprocessing/21. Dummy variable creation in R.mp4 54.8 MB
3. Getting started with R and R studio/8. Creating Histograms in R.mp4 54.0 MB
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- 【影视】 [Tutorialsplanet.NET] Udemy - Excel Analytics Linear Regression Analysis in MS Excel
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收录时间:2020-05-05
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1. Getting Data Ready for Regression Model/5. Discriptive Data Analytics in Excel.mp4 161.1 MB
2. Creating Regression Model/10. Excel Running Linear Regression using Solver.mp4 117.0 MB
1. Getting Data Ready for Regression Model/12. Dummy Variable Creation in Excel.mp4 113.1 MB
2. Creating Regression Model/3. Assessing accuracy of predicted coefficients.mp4 108.9 MB
1. Getting Data Ready for Regression Model/14. Creating Correlation Matrix in Excel.mp4 107.1 MB
2. Creating Regression Model/9. Creating Multiple Linear Regression model.mp4 102.2 MB
1. Getting Data Ready for Regression Model/13. Correlation Analysis.mp4 83.6 MB
1. Getting Data Ready for Regression Model/3. The Data and the Data Dictionary.mp4 82.1 MB
3. What-if analysis/1. Transportation Problem in Excel using Goal Seek.mp4 71.1 MB
2. Creating Regression Model/7. The F - statistic.mp4 66.9 MB
1. Getting Data Ready for Regression Model/7. Identifying and Treating Outliers in Excel.mp4 57.1 MB
1. Getting Data Ready for Regression Model/10. Variable Transformation in Excel.mp4 56.7 MB
1. Getting Data Ready for Regression Model/9. Identifying and Treating missing values in Excel.mp4 54.2 MB
2. Creating Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 52.3 MB
2. Creating Regression Model/4. Assessing Model Accuracy RSE and R squared.mp4 51.9 MB
1. Getting Data Ready for Regression Model/11. Dummy variable creation Handling qualitative data.mp4 42.4 MB
2. Creating Regression Model/6. Multiple Linear Regression.mp4 40.5 MB
2. Creating Regression Model/5. Creating Simple Linear Regression model.mp4 32.6 MB
1. Getting Data Ready for Regression Model/6. Outlier Treatment.mp4 29.0 MB
1. Getting Data Ready for Regression Model/8. Missing Value Imputation.mp4 28.7 MB
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- 【影视】 Linear Regression Analysis Basics in SPSS Statistics
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收录时间:2020-05-06
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1_-_Introduction/1_-_Introduction.mp4 93.2 MB
6_-_Interactions_in_Regression_Models/17_-_Graphing_Interactions.mp4 32.0 MB
7_-_Interactions_Made_Simple_with_PROCESS/22_-_Graphing_Interactions_from_PROCESS_Output.mp4 29.4 MB
9_-_Conclusion/25_-_Conclusion_and_Farewell.mp4 28.9 MB
7_-_Interactions_Made_Simple_with_PROCESS/21_-_Interpreting_the_Output_from_PROCESS.mp4 27.3 MB
4_-_Multiple_Regression_Analysis/11_-_Assessing_the_Success_of_a_Regression_Model.mp4 20.0 MB
8_-_Interactions_with_Categorical_Variables/24_-_Graphing_an_Interaction_with_a_Categorical_Variable.mp4 18.0 MB
8_-_Interactions_with_Categorical_Variables/23_-_Running_an_Interaction_with_a_Categorical_Variable_in_SPSS.mp4 17.8 MB
5_-_Hierarchical_Multiple_Regression_Analysis/12_-_Hierarchical_Multiple_Regression_Analysis.mp4 17.6 MB
6_-_Interactions_in_Regression_Models/15_-_Running_an_Interaction_Analysis_in_SPSS.mp4 15.8 MB
3_-_Simple_Linear_Regression/7_-_Running_a_Simple_Regression_in_SPSS.mp4 13.9 MB
3_-_Simple_Linear_Regression/6_-_Introduction_to_Regression_Analysis.mp4 13.5 MB
4_-_Multiple_Regression_Analysis/9_-_Introduction_to_Multiple_Regression_Analysis.mp4 13.3 MB
7_-_Interactions_Made_Simple_with_PROCESS/20_-_Using_PROCESS_to_Conduct_a_2-Way_Interaction_Analysis.mp4 13.2 MB
4_-_Multiple_Regression_Analysis/10_-_Running_a_Multiple_Regression_in_SPSS.mp4 11.1 MB
7_-_Interactions_Made_Simple_with_PROCESS/19_-_Installing_PROCESS.mp4 11.0 MB
3_-_Simple_Linear_Regression/8_-_Graphing_a_Simple_Regression_in_SPSS.mp4 10.1 MB
1_-_Introduction/3_-_The_Data_File.mp4 10.1 MB
2_-_Correlations/5_-_Running_a_Correlation_Analysis_in_SPSS.mp4 8.8 MB
2_-_Correlations/4_-_Introduction_to_Correlation.mp4 8.0 MB
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- 【影视】 Math Tutor DVD - Linear Algebra Tutor
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Volume 1/Lesson 11_ Solve Systems of Equations by Row Reduction, Part 1.FLV 99.4 MB
Volume 1/Lesson 10_ Orthogonal and Orthonormal Vectors.FLV 87.7 MB
Volume 1/Lesson 9_ Vector Addition and Triangle Inequalities.FLV 85.1 MB
Volume 2/Lesson 13_ Linear Independence and Basis.FLV 84.1 MB
Volume 1/Lesson 16_ Homogeneous Systems of Equations.FLV 83.7 MB
Volume 2/Lesson 6_ Finding the Determinant of a Matrix with Row Operations - Part 2.FLV 75.4 MB
Volume 2/Lesson 8_ Find the Cross Product of Two Vectors using Determinants.FLV 68.5 MB
Volume 1/Lesson 1_ Matrices, Elements, and Transpose.FLV 64.2 MB
Volume 1/Lesson 5_ The Vector Dot Product.FLV 63.8 MB
Volume 1/Lesson 2_ N-Tuples and Matrix Arithmetic, Part 1.FLV 62.8 MB
Volume 1/Lesson 7_ The Norm of a Vector.FLV 62.7 MB
Volume 2/Lesson 1_ Transformation Matrices for Scaling.FLV 62.1 MB
Volume 2/Lesson 10_ Finding the Determinant with Cofactors.FLV 58.0 MB
Volume 2/Lesson 11_ Adjoints and Inverses.FLV 57.6 MB
Volume 1/Lesson 4_ Matrix Multiplication.FLV 57.5 MB
Volume 1/Lesson 8_ Unit Vectors in any Direction.FLV 56.8 MB
Volume 2/Lesson 3_ Transformation Matrices for Translation.FLV 56.3 MB
Volume 1/Lesson 18_ Inverse of a 3x3 and Larger Matrix.FLV 56.0 MB
Volume 1/Lesson 14_ Solve Systems of Equations by Row Reduction, Part 4.FLV 53.9 MB
Volume 2/Lesson 4_ The Rank of a Matrix.FLV 53.7 MB
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- 【影视】 [GigaCourse.com] Udemy - Complete Linear Algebra for Data Science & Machine Learning
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04 Matrices and Systems of Linear Equations/024 Row Echelon Form (REF).mp4 187.9 MB
04 Matrices and Systems of Linear Equations/023 Elementary Row Operations.mp4 171.1 MB
04 Matrices and Systems of Linear Equations/020 The Online Matrix Calculator A FREE Tool.mp4 88.2 MB
03 Basics of Matrices (Continued)/012 Multiplication of two Matrices.mp4 85.6 MB
07 Inverse of a Matrix/042 Inverse of a 3x3 Matrix - Gauss-Jordan Elimination Method.mp4.part 72.8 MB
06 Determinant of a Matrix/033 Determinant of a 3x3 Matrix.mp4 72.3 MB
04 Matrices and Systems of Linear Equations/025 Reduced Row Echelon Form (RREF).mp4 70.8 MB
07 Inverse of a Matrix/041 Inverse of a 3x3 Matrix - The Co-factor Method.mp4 69.1 MB
02 Basics of Matrices/006 Solving Linear Systems in 2 Unknowns - 005.mp4 57.2 MB
03 Basics of Matrices (Continued)/019 SUMMARY.mp4 57.1 MB
01 Welcome and Introduction/001 Welcome and Introduction.mp4 51.5 MB
03 Basics of Matrices (Continued)/016 Using Matrices to Solve Simultaneous Linear Equations.mp4 45.4 MB
03 Basics of Matrices (Continued)/017 EXAMPLE - Using Matrices to Solve Simultaneous Linear Equations.mp4 39.9 MB
05 Matrix Algebra and Operations/029 Matrix Algebra - Matrix Multiplication.mp4 35.0 MB
07 Inverse of a Matrix/038 Importance of Inverse in solving Linear Systems.mp4 33.6 MB
02 Basics of Matrices/007 Solving Linear Systems in 3 Unknowns - 006.mp4 31.5 MB
06 Determinant of a Matrix/032 Determinant of a 2x2 Matrix.mp4 31.1 MB
03 Basics of Matrices (Continued)/010 Addition and Subtraction of Matrices.mp4 30.0 MB
03 Basics of Matrices (Continued)/009 Types of Matrices.mp4 27.8 MB
04 Matrices and Systems of Linear Equations/021 Systems of Linear Equations.mp4 23.5 MB
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- 【影视】 [FreeCourseLab.me] Udemy - Machine Learning for Beginners Linear Regression model in R
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7. Regression models other than OLS/6. Ridge regression and Lasso in R.mp4 130.3 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 129.9 MB
3. Getting started with R and R studio/7. Creating Barplots in R.mp4 123.3 MB
5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 119.3 MB
5. Data Preprocessing/7. EDD in R.mp4 117.7 MB
6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4 109.5 MB
3. Getting started with R and R studio/3. Packages in R.mp4 103.5 MB
5. Data Preprocessing/24. Correlation Matrix in R.mp4 99.7 MB
6. Linear Regression Model/16. Test-Train Split in R.mp4 95.5 MB
7. Regression models other than OLS/2. Subset Selection techniques.mp4 91.3 MB
2. Basics of Statistics/3. Describing the data graphically.mp4 86.2 MB
5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 85.2 MB
5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 82.4 MB
7. Regression models other than OLS/3. Subset selection in R.mp4 80.3 MB
6. Linear Regression Model/11. Multiple Linear Regression in R.mp4 76.7 MB
3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 72.5 MB
5. Data Preprocessing/17. Variable transformation in R.mp4 71.1 MB
6. Linear Regression Model/8. The F - statistic.mp4 67.3 MB
5. Data Preprocessing/21. Dummy variable creation in R.mp4 54.8 MB
3. Getting started with R and R studio/8. Creating Histograms in R.mp4 54.0 MB
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- 【影视】 [Coursera] Linear and Discrete Optimization by Friedrich Eisenbrand
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03_Week_3/02_Moving_to_a_neighboring_vertex_26-46.mp4 78.9 MB
05_Week_5/02_Farkas_Lemma_20-37.mp4 66.4 MB
04_Week_4/05_Graphs_of_polyhedra_and_their_diameter_20-20.mp4 63.7 MB
05_Week_5/04_Towards_a_second_proof_of_weak_duality_21-14.mp4 62.8 MB
05_Week_5/01_Linear_programming_duality_18-37.mp4 60.7 MB
04_Week_4/03_Efficiency_of_a_single_iteration_of_the_simplex_algorithm_19-28.mp4 59.3 MB
04_Week_4/01_Algorithms_and_running_time_analysis_19-11.mp4 55.4 MB
06_Week_6/04_The_Bellman-Ford_algorithm_27-13.mp4 55.2 MB
01_Week_1/04_Applications-_Solving_systems_of_linear_equations_Line_fitting_and_Classification_18-37.mp4 50.1 MB
03_Week_3/03_Simplex_algorithm_in_basis_notation_17-03.mp4 49.6 MB
05_Week_5/05_Strong_duality_in_bipartite_graphs_17-51.mp4 47.7 MB
02_Week_2/02_Basic_solutions_20-12.mp4 45.6 MB
03_Week_3/04_Degenerate_case_and_Blands_pivoting_rule_14-17.mp4 44.8 MB
06_Week_6/02_Breadth_first_search_22-28.mp4 44.6 MB
04_Week_4/06_Connected_layer_families_13-36.mp4 44.2 MB
05_Week_5/03_Matchings_and_Vertex_Covers_12-11.mp4 41.1 MB
02_Week_2/03_Optimal_point_in_a_feasible_and_bounded_LP_16-29.mp4 39.0 MB
07_Week_7/04_Augmenting_the_dual_solution_16-27.mp4 34.9 MB
06_Week_6/03_Algorithm_for_matchings_in_bipartite_graphs_17-37.mp4 34.9 MB
01_Week_1/03_Definition_of_linear_programming_14-13.mp4 34.1 MB
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- 【影视】 www.SceneTime.com - Extreme Africa S01E06 The Linear Oasis XviD-AFG
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Extreme.Africa.S01E06.The.Linear.Oasis.XviD-AFG.avi 800.0 MB
Screens/screen0003.png 556.4 kB
Screens/screen0002.png 393.7 kB
Screens/screen0001.png 267.4 kB
Extreme.Africa.S01E06.The.Linear.Oasis.XviD-AFG.nfo 1.1 kB
Torrent Downloaded From www.SceneTime.com.txt 86 Bytes
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- 【影视】 Extreme.Africa.S01E06.The.Linear.Oasis.720p.WEB.h264-CAFFEiNE[TGx]
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Extreme.Africa.S01E06.The.Linear.Oasis.720p.WEB.h264-CAFFEiNE.mkv 1.2 GB
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extreme.africa.s01e06.the.linear.oasis.720p.web.h264-caffeine.nfo 433 Bytes
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