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| [TGx]Downloaded from torrentgalaxy.to .txt |
585б |
| 0 |
962.33Кб |
| 1 |
496.15Кб |
| 10 |
299.69Кб |
| 100 |
878.10Кб |
| 100 - Chapter 14. Exploring spaces of functions.mp4 |
46.83Мб |
| 101 |
251.29Кб |
| 101 - Chapter 14. Finding the line of best fit using gradient descent.mp4 |
47.09Мб |
| 102 |
869.45Кб |
| 102 - Chapter 14. Fitting a nonlinear function.mp4 |
76.52Мб |
| 103 |
185.85Кб |
| 103 - Chapter 15. Classifying data with logistic regression.mp4 |
37.31Мб |
| 104 |
721.26Кб |
| 104 - Chapter 15. Testing a classification function on real data.mp4 |
41.15Мб |
| 105 |
723.10Кб |
| 105 - Chapter 15. Picturing a decision boundary.mp4 |
45.59Мб |
| 106 |
13.59Кб |
| 106 - Chapter 15. Framing classification as a regression problem.mp4 |
49.67Мб |
| 107 |
89.78Кб |
| 107 - Chapter 15. Introducing the sigmoid function.mp4 |
39.75Мб |
| 108 |
450.97Кб |
| 108 - Chapter 15. Exploring possible logistic functions.mp4 |
36.15Мб |
| 109 |
26.99Кб |
| 109 - Chapter 15. Measuring the quality of fit for a logistic function.mp4 |
61.44Мб |
| 10 - Chapter 2. Subtraction, displacement, and distance.mp4 |
74.00Мб |
| 11 |
746.25Кб |
| 110 |
167.34Кб |
| 110 - Chapter 15. Finding the best logistic function.mp4 |
37.52Мб |
| 111 |
458.12Кб |
| 111 - Chapter 15. Testing and understanding the best logistic classifier.mp4 |
71.85Мб |
| 112 |
648.51Кб |
| 112 - Chapter 16. Training neural networks.mp4 |
53.44Мб |
| 113 |
240.10Кб |
| 113 - Chapter 16. Classifying images of handwritten digits.mp4 |
48.07Мб |
| 114 |
681.80Кб |
| 114 - Chapter 16. Designing a neural network.mp4 |
48.05Мб |
| 115 |
934.42Кб |
| 115 - Chapter 16. Calculating activations.mp4 |
53.91Мб |
| 116 |
108.65Кб |
| 116 - Chapter 16. Building a neural network in Python.mp4 |
57.86Мб |
| 117 |
273.63Кб |
| 117 - Chapter 16. Training a neural network using gradient descent.mp4 |
44.22Мб |
| 118 |
338.07Кб |
| 118 - Chapter 16. Automatic training with scikit-learn.mp4 |
30.77Мб |
| 119 |
526.62Кб |
| 119 - Chapter 16. Calculating gradients with backpropagation.mp4 |
71.48Мб |
| 11 - Chapter 2. Angles and trigonometry in the plane.mp4 |
51.24Мб |
| 12 |
355.26Кб |
| 120 |
776.69Кб |
| 120 - Appendix B. Python tips and tricks.mp4 |
33.91Мб |
| 121 |
583.59Кб |
| 121 - Appendix B. Collections of data in Python.mp4 |
39.91Мб |
| 122 |
601.02Кб |
| 122 - Appendix B. Generators.mp4 |
39.60Мб |
| 123 |
879.33Кб |
| 123 - Appendix B. Working with functions.mp4 |
47.21Мб |
| 124 - Appendix B. Plotting data with Matplotlib.mp4 |
29.67Мб |
| 125 - Appendix B. Object-oriented programming in Python.mp4 |
26.41Мб |
| 126 - Appendix B. Operator overloading.mp4 |
28.49Мб |
| 12 - Chapter 2. From components back to angles.mp4 |
54.67Мб |
| 13 |
814.85Кб |
| 13 - Chapter 2. Transforming collections of vectors.mp4 |
67.12Мб |
| 14 |
130.90Кб |
| 14 - Chapter 3. Ascending to the 3D world.mp4 |
55.68Мб |
| 15 |
344.08Кб |
| 15 - Chapter 3. Vector arithmetic in 3D.mp4 |
39.59Мб |
| 16 |
577.08Кб |
| 16 - Chapter 3. Computing angles and directions.mp4 |
39.20Мб |
| 17 |
188.73Кб |
| 17 - Chapter 3. The dot product - Measuring vector alignment.mp4 |
43.98Мб |
| 18 |
384.35Кб |
| 18 - Chapter 3. Measuring angles with the dot product.mp4 |
47.00Мб |
| 19 |
491.46Кб |
| 19 - Chapter 3. The cross product - Measuring oriented area.mp4 |
39.08Мб |
| 1 - Chapter 1. Learning math with code.mp4 |
51.04Мб |
| 2 |
1022.95Кб |
| 20 |
741.91Кб |
| 20 - Chapter 3. Finding the length of the cross product.mp4 |
53.90Мб |
| 21 |
537.94Кб |
| 21 - Chapter 3. Rendering a 3D object in 2D.mp4 |
54.66Мб |
| 22 |
143.54Кб |
| 22 - Chapter 4. Transforming vectors and graphics.mp4 |
48.77Мб |
| 23 |
430.28Кб |
| 23 - Chapter 4. Composing vector transformations.mp4 |
29.89Мб |
| 24 |
619.39Кб |
| 24 - Chapter 4. Rotating an object about an axis.mp4 |
53.00Мб |
| 25 |
963.86Кб |
| 25 - Chapter 4. Linear transformations.mp4 |
38.21Мб |
| 26 |
326.11Кб |
| 26 - Chapter 4. Why linear transformations.mp4 |
64.27Мб |
| 27 |
702.92Кб |
| 27 - Chapter 4. Exercises.mp4 |
59.28Мб |
| 28 |
323.33Кб |
| 28 - Chapter 5. Computing transformations with matrices.mp4 |
34.29Мб |
| 29 |
898.90Кб |
| 29 - Chapter 5. Multiplying a matrix with a vector.mp4 |
57.40Мб |
| 2 - Chapter 1. Finding a good deal.mp4 |
59.52Мб |
| 3 |
250.96Кб |
| 30 |
27.22Кб |
| 30 - Chapter 5. Implementing matrix multiplication.mp4 |
60.82Мб |
| 31 |
333.41Кб |
| 31 - Chapter 5. Interpreting matrices of different shapes.mp4 |
39.08Мб |
| 32 |
352.96Кб |
| 32 - Chapter 5. Viewing square and non-square matrices as vector functions.mp4 |
48.23Мб |
| 33 |
96.90Кб |
| 33 - Chapter 5. Composing linear maps.mp4 |
43.56Мб |
| 34 |
100.11Кб |
| 34 - Chapter 5. Translating vectors with matrices.mp4 |
42.54Мб |
| 35 |
570.00Кб |
| 35 - Chapter 5. Translating 3D objects in a 4D world.mp4 |
71.97Мб |
| 36 |
1022.09Кб |
| 37 |
312.67Кб |
| 37 - Chapter 6. Improving the Vec2 class.mp4 |
27.24Мб |
| 38 |
777.30Кб |
| 38 - Chapter 6. Building a vector base class.mp4 |
49.83Мб |
| 39 |
985.20Кб |
| 39 - Chapter 6. Unit testing vector space classes.mp4 |
31.97Мб |
| 3 - Chapter 1. Modeling the physical world.mp4 |
31.55Мб |
| 4 |
518.22Кб |
| 40 |
369.12Кб |
| 40 - Chapter 6. Exploring different vector spaces.mp4 |
39.51Мб |
| 41 |
821.26Кб |
| 41 - Chapter 6. Treating functions as vectors.mp4 |
40.95Мб |
| 42 |
891.22Кб |
| 42 - Chapter 6. Manipulating images with vector operations.mp4 |
47.86Мб |
| 43 |
170.48Кб |
| 43 - Chapter 6. Looking for smaller vector spaces.mp4 |
38.03Мб |
| 44 |
338.93Кб |
| 44 - Chapter 6. Spanning a bigger space.mp4 |
43.45Мб |
| 45 |
545.49Кб |
| 45 - Chapter 6. Finding subspaces of the vector space of functions.mp4 |
47.32Мб |
| 46 |
729.71Кб |
| 46 - Chapter 6. Exercises.mp4 |
52.69Мб |
| 47 |
237.97Кб |
| 47 - Chapter 7. Solving systems of linear equations.mp4 |
56.31Мб |
| 48 |
787.83Кб |
| 48 - Chapter 7. Finding intersection points of lines.mp4 |
66.71Мб |
| 49 |
952.91Кб |
| 49 - Chapter 7. Linear equations in matrix notation.mp4 |
39.02Мб |
| 4 - Chapter 1. How not to learn math.mp4 |
46.63Мб |
| 5 |
26.35Кб |
| 50 |
975.48Кб |
| 50 - Chapter 7. Identifying unsolvable systems.mp4 |
43.33Мб |
| 51 |
140.75Кб |
| 51 - Chapter 7. Generalizing linear equations to higher dimensions.mp4 |
41.43Мб |
| 52 |
562.89Кб |
| 52 - Chapter 7. Studying hyperplanes algebraically.mp4 |
73.49Мб |
| 53 |
696.44Кб |
| 53 - Chapter 7. Exercises.mp4 |
35.82Мб |
| 54 |
811.17Кб |
| 54 - Chapter 7. Changing basis by solving linear equations.mp4 |
79.06Мб |
| 55 |
932.81Кб |
| 55 - Part 2. Calculus and physical simulation.mp4 |
31.37Мб |
| 56 |
1023.15Кб |
| 56 - Chapter 8. Understanding rates of change.mp4 |
56.68Мб |
| 57 |
124.54Кб |
| 57 - Chapter 8. Plotting the average flow rate over time.mp4 |
33.99Мб |
| 58 |
176.20Кб |
| 58 - Chapter 8. Approximating instantaneous flow rates.mp4 |
58.47Мб |
| 59 |
381.80Кб |
| 59 - Chapter 8. Approximating the change in volume.mp4 |
49.47Мб |
| 5 - Chapter 1. Using your well-trained left brain.mp4 |
71.63Мб |
| 6 |
152.07Кб |
| 60 |
328.15Кб |
| 60 - Chapter 8. Plotting the volume over time.mp4 |
38.72Мб |
| 61 |
420.51Кб |
| 61 - Chapter 8. Improving the approximation.mp4 |
43.94Мб |
| 62 |
970.43Кб |
| 62 - Chapter 9. Simulating moving objects.mp4 |
60.62Мб |
| 63 |
112.68Кб |
| 63 - Chapter 9. Simulating acceleration.mp4 |
31.84Мб |
| 64 |
451.17Кб |
| 64 - Chapter 9. Digging deeper into Euler’s method.mp4 |
34.30Мб |
| 65 |
800.81Кб |
| 65 - Chapter 9. Running Euler’s method with smaller time steps.mp4 |
40.43Мб |
| 66 |
818.31Кб |
| 66 - Chapter 10. Working with symbolic expressions.mp4 |
44.89Мб |
| 67 |
20.97Кб |
| 67 - Chapter 10. Modeling algebraic expressions.mp4 |
63.20Мб |
| 68 |
65.54Кб |
| 68 - Chapter 10. Putting a symbolic expression to work.mp4 |
55.12Мб |
| 69 |
445.52Кб |
| 69 - Chapter 10. Expanding an expression.mp4 |
40.15Мб |
| 6 - Part 1. Vectors and graphics.mp4 |
23.03Мб |
| 7 |
378.46Кб |
| 70 |
560.57Кб |
| 70 - Chapter 10. Finding the derivative of a function.mp4 |
38.35Мб |
| 71 |
688.59Кб |
| 71 - Chapter 10. Derivatives of some special functions.mp4 |
43.33Мб |
| 72 |
691.12Кб |
| 72 - Chapter 10. Taking derivatives automatically.mp4 |
61.66Мб |
| 73 |
469.03Кб |
| 73 - Chapter 10. Integrating functions symbolically.mp4 |
37.83Мб |
| 74 |
357.80Кб |
| 74 - Chapter 11. Simulating force fields.mp4 |
44.56Мб |
| 75 |
586.81Кб |
| 75 - Chapter 11. Modeling gravitational fields.mp4 |
26.43Мб |
| 76 |
875.07Кб |
| 76 - Chapter 11. Adding gravity to the asteroid game.mp4 |
41.65Мб |
| 77 |
46.72Кб |
| 77 - Chapter 11. Introducing potential energy.mp4 |
36.75Мб |
| 78 |
540.12Кб |
| 78 - Chapter 11. Connecting energy and forces with the gradient.mp4 |
47.45Мб |
| 79 |
580.61Кб |
| 79 - Chapter 11. Finding the steepness of a graph with the gradient.mp4 |
73.75Мб |
| 7 - Chapter 2. Drawing with 2D vectors.mp4 |
45.68Мб |
| 8 |
532.12Кб |
| 80 |
866.89Кб |
| 80 - Chapter 12. Optimizing a physical system.mp4 |
37.14Мб |
| 81 |
91.14Кб |
| 81 - Chapter 12. Testing a projectile simulation.mp4 |
50.20Мб |
| 82 |
164.28Кб |
| 82 - Chapter 12. Calculating the optimal range.mp4 |
45.05Мб |
| 83 |
256.99Кб |
| 83 - Chapter 12. Solving for the maximum range.mp4 |
46.88Мб |
| 84 |
412.01Кб |
| 84 - Chapter 12. Enhancing our simulation.mp4 |
32.56Мб |
| 85 |
424.43Кб |
| 85 - Chapter 12. Solving for the range of the projectile in 3D.mp4 |
49.29Мб |
| 86 |
506.52Кб |
| 86 - Chapter 12. Optimizing range using gradient ascent.mp4 |
50.13Мб |
| 87 |
819.16Кб |
| 87 - Chapter 12. Implementing gradient ascent.mp4 |
57.06Мб |
| 88 |
939.25Кб |
| 88 - Chapter 13. Analyzing sound waves with a Fourier series.mp4 |
38.31Мб |
| 89 |
939.89Кб |
| 89 - Chapter 13. Playing sound waves in Python.mp4 |
63.65Мб |
| 8 - Chapter 2. 2D drawing in Python.mp4 |
30.09Мб |
| 9 |
902.96Кб |
| 90 |
999.14Кб |
| 90 - Chapter 13. Turning a sinusoidal wave into a sound.mp4 |
62.87Мб |
| 91 |
285.39Кб |
| 91 - Chapter 13. Combining sound waves to make new ones.mp4 |
30.33Мб |
| 92 |
665.70Кб |
| 92 - Chapter 13. Building a linear combination of sinusoids.mp4 |
37.88Мб |
| 93 |
710.97Кб |
| 93 - Chapter 13. Decomposing a sound wave into its Fourier series.mp4 |
40.47Мб |
| 94 |
813.48Кб |
| 94 - Chapter 13. Defining an inner product for periodic functions.mp4 |
50.64Мб |
| 95 |
991.11Кб |
| 95 - Chapter 13. Fourier coefficients for other waveforms.mp4 |
57.58Мб |
| 96 |
117.77Кб |
| 96 - Part 3. Machine learning applications.mp4 |
26.14Мб |
| 97 |
169.45Кб |
| 97 - Chapter 14. Fitting functions to data.mp4 |
44.20Мб |
| 98 |
494.26Кб |
| 98 - Chapter 14. Measuring the quality of fit for a function.mp4 |
39.84Мб |
| 99 |
708.38Кб |
| 99 - Chapter 14. Calculating cost for car price functions.mp4 |
29.73Мб |
| 9 - Chapter 2. Plane vector arithmetic.mp4 |
54.97Мб |
| TutsNode.com.txt |
63б |