Shuhao Cao

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124 videos

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An amateur computational mathematician.

Latest Videos

Overland Park to KCMO my regular morning commute

Overland Park to KCMO my regular morning commute

Shuhao Cao

210 views·3 years ago

Almost hit a spinning out and bogged car St. Louis I-64 I-170 intersection

Almost hit a spinning out and bogged car St. Louis I-64 I-170 intersection

Shuhao Cao

236 views·4 years ago

GitHub Copilot - chat with Copilot about life, mathematics, love, and the universe

GitHub Copilot - chat with Copilot about life, mathematics, love, and the universe

Shuhao Cao

3.6K views·4 years ago

Use GitHub Copilot to... write a paper featuring jakevdp@Google

Use GitHub Copilot to... write a paper featuring jakevdp@Google

Shuhao Cao

2.9K views·4 years ago

Attack on Deep learning Build an RTX 3090 workstation with a cat

Attack on Deep learning Build an RTX 3090 workstation with a cat

Shuhao Cao

2.0K views·4 years ago

Math 450 Gradient descent with momentum part 1

Math 450 Gradient descent with momentum part 1

Shuhao Cao

217 views·4 years ago

Math 450 Gradient descent with momentum part 2

Math 450 Gradient descent with momentum part 2

Shuhao Cao

49 views·4 years ago

Math 450 Gradient descent with momentum part 3

Math 450 Gradient descent with momentum part 3

Shuhao Cao

55 views·4 years ago

Math 450 Gradient descent with momentum part 4

Math 450 Gradient descent with momentum part 4

Shuhao Cao

54 views·4 years ago

Math 450 Convergence of Stochastic Gradient Descent part 5

Math 450 Convergence of Stochastic Gradient Descent part 5

Shuhao Cao

75 views·4 years ago

Math 450 Colab writing our own optimizer in PyTorch part 1

Math 450 Colab writing our own optimizer in PyTorch part 1

Shuhao Cao

362 views·4 years ago

Math 450 Colab writing our own optimizer in PyTorch part 2

Math 450 Colab writing our own optimizer in PyTorch part 2

Shuhao Cao

213 views·4 years ago

Math 450 Convergence of Stochastic Gradient Descent part 4

Math 450 Convergence of Stochastic Gradient Descent part 4

Shuhao Cao

63 views·4 years ago

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 3

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 3

Shuhao Cao

48 views·4 years ago

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 3

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 3

Shuhao Cao

65 views·4 years ago

Math 450 Convergence of Stochastic Gradient Descent part 2

Math 450 Convergence of Stochastic Gradient Descent part 2

Shuhao Cao

101 views·4 years ago

Math 450 Convergence of Stochastic Gradient Descent part 3

Math 450 Convergence of Stochastic Gradient Descent part 3

Shuhao Cao

75 views·4 years ago

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 1

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 1

Shuhao Cao

49 views·4 years ago

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 1

Math 450 Colab coding a simple PyTorch tutorial on Gradient Descent part 1

Shuhao Cao

103 views·4 years ago

Math 450 Convergence of Stochastic Gradient Descent part 1

Math 450 Convergence of Stochastic Gradient Descent part 1

Shuhao Cao

352 views·4 years ago

Lecture 11 Loss function in classification

Lecture 11 Loss function in classification

Shuhao Cao

81 views·5 years ago

Lecture 10 Loss function for classification problem part 1

Lecture 10 Loss function for classification problem part 1

Shuhao Cao

91 views·5 years ago

Lecture 12 Coding in Colab MNIST dataset manipulation in PyTorch

Lecture 12 Coding in Colab MNIST dataset manipulation in PyTorch

Shuhao Cao

289 views·5 years ago

Lecture 9 Colab coding PyTorch forward pass and backprop

Lecture 9 Colab coding PyTorch forward pass and backprop

Shuhao Cao

97 views·5 years ago

Lecture 8 Backpropagation part 4

Lecture 8 Backpropagation part 4

Shuhao Cao

30 views·5 years ago

Lecture 7 Backpropagation part 3

Lecture 7 Backpropagation part 3

Shuhao Cao

31 views·5 years ago

Lecture 6 Coding in Colab From Numpy to Pytorch (Math 450)

Lecture 6 Coding in Colab From Numpy to Pytorch (Math 450)

Shuhao Cao

46 views·5 years ago

Lecture 5 Backpropagation part 2 (Math 450)

Lecture 5 Backpropagation part 2 (Math 450)

Shuhao Cao

42 views·5 years ago

Lecture 4 Backpropagation part 1 (Math 450)

Lecture 4 Backpropagation part 1 (Math 450)

Shuhao Cao

116 views·5 years ago

Lecture 2 Simple Neural Net (Math 450)

Lecture 2 Simple Neural Net (Math 450)

Shuhao Cao

48 views·5 years ago

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