├── LICENSE ├── README.md ├── codes ├── LLNPic │ ├── lln.py │ ├── ms_lln.mp4 │ └── pics │ │ └── ms.jpg ├── Sierpinski triangle │ ├── Sierpinski_triangle.ipynb │ └── triangle.gif ├── chaos_game_pentagon │ └── pentagon_chaos_game.ipynb ├── images │ ├── permutation.py │ └── pics │ │ └── picasso.jpg ├── linear quadratic DP DNN │ ├── .ipynb_checkpoints │ │ └── 3. LQ_DP_DNN_Training_Main-checkpoint.ipynb │ ├── 3. LQ_DP_DNN_Training_Main.ipynb │ ├── 3.1. LQ_DP_DNN_Transition.ipynb │ ├── err_exact_approx.pdf │ ├── exact_vs_approx.pdf │ └── u_hat.gif ├── stiff differential equations │ ├── 7.1 Solving Stiff ODEs DNN, No Boundary In The Loss.ipynb │ └── stiff.gif └── stochastic gradient descent │ ├── 1 Gradient Descent and Stochastic Gradient Descent.ipynb │ ├── 2. Gradient Descent and Stochastic Gradient Descent, with GIF.ipynb │ ├── SGD_LOS_a.gif │ └── SGD_LOS_b.gif └── docs └── GD and SGD theory.ipynb /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/README.md -------------------------------------------------------------------------------- /codes/LLNPic/lln.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/LLNPic/lln.py -------------------------------------------------------------------------------- /codes/LLNPic/ms_lln.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/LLNPic/ms_lln.mp4 -------------------------------------------------------------------------------- /codes/LLNPic/pics/ms.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/LLNPic/pics/ms.jpg -------------------------------------------------------------------------------- /codes/Sierpinski triangle/Sierpinski_triangle.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/Sierpinski triangle/Sierpinski_triangle.ipynb -------------------------------------------------------------------------------- /codes/Sierpinski triangle/triangle.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/Sierpinski triangle/triangle.gif -------------------------------------------------------------------------------- /codes/chaos_game_pentagon/pentagon_chaos_game.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/chaos_game_pentagon/pentagon_chaos_game.ipynb -------------------------------------------------------------------------------- /codes/images/permutation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/images/permutation.py -------------------------------------------------------------------------------- /codes/images/pics/picasso.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Fun-Stuff/HEAD/codes/images/pics/picasso.jpg -------------------------------------------------------------------------------- /codes/linear quadratic DP DNN/.ipynb_checkpoints/3. 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