https://github.com/johnsutor/neural-manifold-experiments
https://github.com/johnsutor/neural-manifold-experiments
Last synced: 11 months ago
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- Host: GitHub
- URL: https://github.com/johnsutor/neural-manifold-experiments
- Owner: johnsutor
- Created: 2024-02-23T21:10:09.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-06-06T17:01:54.000Z (about 2 years ago)
- Last Synced: 2025-03-25T21:32:18.834Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 180 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Manifold Experiments
Experiments regarding settings for MMCR loss for video data. This repo uses [Hydra](https://hydra.cc/) for configuration. To alter default values (as printed at the beginning of training), please refer to the [Override Syntax](https://hydra.cc/docs/advanced/override_grammar/basic/)
## Running
Make sure to install all required packages first using
```shell
$ pip install -r requirements.txt
```
Then, make sure to set your experiment root directory like so
```shell
$ export EXPERIMENT_ROOT=
```
Next, make sure to install the package to enable running it on SLURM
```shell
$ pip install -e .
```
Finally, use
```shell
$ python train.py
```
passing any overrides based on the above link to Hydra. To use with the submitit launcher, please
reference the instructions [here](https://hydra.cc/docs/1.3/plugins/submitit_launcher/)