Neural Networks

Neural Networks Exercises

Installation

To get started with this project, follow these installation steps:

1.Go to the directory where you want to create your project and clone the repo:

git clone https://github.com/NjorogeMaurice/Neural_Networks.git

cd Neural_Networks

3.Then create a virtual environment and activate it:

python3 -m venv env
 source env/bin/activate

You should see the name of your virtual environment in brackets on your terminal line e.g. (env).

4.Then Install project requirements:

pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
1_1_BackgroundMathematics.ipynb		1_1_BackgroundMathematics.ipynb
3_1_Shallow_Networks_I.ipynb		3_1_Shallow_Networks_I.ipynb
3_2_Shallow_Networks_II.ipynb		3_2_Shallow_Networks_II.ipynb
3_3_Shallow_Network_Regions.ipynb		3_3_Shallow_Network_Regions.ipynb
3_4_Activation_Functions (1).ipynb		3_4_Activation_Functions (1).ipynb
4_1_Composing_Networks.ipynb		4_1_Composing_Networks.ipynb
4_2_Clipping_functions.ipynb		4_2_Clipping_functions.ipynb
5_1_Least_Squares_Loss.ipynb		5_1_Least_Squares_Loss.ipynb
6_1_Line_Search.ipynb		6_1_Line_Search.ipynb
6_2_Gradient_Descent.ipynb		6_2_Gradient_Descent.ipynb
6_3_Stochastic_Gradient_Descent.ipynb		6_3_Stochastic_Gradient_Descent.ipynb
6_4_Momentum.ipynb		6_4_Momentum.ipynb
6_5_Adam.ipynb		6_5_Adam.ipynb
README.md		README.md
requirements.txt		requirements.txt