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