https://github.com/mepland/ml_fun
Holds small machine learning projects from my desktop
https://github.com/mepland/ml_fun
Last synced: about 2 months ago
JSON representation
Holds small machine learning projects from my desktop
- Host: GitHub
- URL: https://github.com/mepland/ml_fun
- Owner: mepland
- Created: 2019-12-31T03:54:13.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2023-05-18T03:05:07.000Z (about 2 years ago)
- Last Synced: 2025-02-08T11:15:38.665Z (3 months ago)
- Language: Python
- Size: 276 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# ml\_fun
Matthew Epland, PhD
[phy.duke.edu/~mbe9](http://www.phy.duke.edu/~mbe9)
Holds machine learning projects built on my desktop, using pytorch and CUDA.
## Cloning the Repository
ssh
```bash
git clone --recurse-submodules [email protected]:mepland/ml_fun.git
```
https
```bash
git clone --recurse-submodules https://github.com/mepland/ml_fun.git
```
## Installing Dependencies
It is recommended to work in a [python virtual environment](https://realpython.com/python-virtual-environments-a-primer/) to avoid clashes with other installed software. If you do not wish to use a virtual environment you can usually just run the first few cells of the notebook in question - useful when running on cloud-based virtual machines.
```bash
python -m venv ~/.venvs/ml_fun
source ~/.venvs/ml_fun/bin/activate
pip install -r requirements.txt
```
Note, to fully use ipywidgets (necessary for tqdm.notebook) you must also have nodejs installed and run some jupyter commands. See [here](https://ipywidgets.readthedocs.io/en/stable/user_install.html) for full details, basic commands below:
```bash
# conda install -c conda-forge nodejs # install nodejs on your system. If you are using conda, can get from conda-forge
jupyter nbextension enable --py widgetsnbextension
jupyter labextension install @jupyter-widgets/jupyterlab-manager
```
## Running Notebooks
```bash
jupyter lab notebook_name.ipynb
```