Added poetry setup
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# Custom
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diffusion_policy
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# Logging
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logs
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tmp
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60
README.md
60
README.md
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## Installation
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Install dependencies using `conda`:
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Create a virtual environment with python 3.10, e.g. using `conda`:
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```
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conda env create -f environment.yaml
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conda create -y -n lerobot python=3.10
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conda activate lerobot
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```
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Install `torchrl`, `tensordict` and `diffusion_policy` dev builds
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[Install `poetry`](https://python-poetry.org/docs/#installation) (if you don't have it already)
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```
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curl -sSL https://install.python-poetry.org | python3 -
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```
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Install dependencies
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```
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poetry install
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```
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If you encounter a disk space error, try to change your tmp dir to a location where you have enough disk space, e.g.
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```
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mkdir ~/tmp
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export TMPDIR='~/tmp'
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```
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Install `diffusion_policy` #HACK
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```
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cd path/to/root
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git clone https://github.com/pytorch/tensordict
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git clone https://github.com/pytorch/rl
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git clone https://github.com/real-stanford/diffusion_policy
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cd tensordict
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python setup.py develop
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cd ../rl
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python setup.py develop
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cd ../diffusion_policy
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python setup.py develop
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```
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Install additional modules
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```
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pip install \
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hydra \
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termcolor \
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einops \
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pygame \
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pymunk \
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zarr \
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gym \
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shapely \
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opencv-python \
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scikit-image \
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mpmath==1.3.0 \
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```
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Fix Hydra
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```
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pip install hydra-core --upgrade
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```
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**dev**
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```
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python setup.py develop
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cp -r diffusion_policy/diffusion_policy $(poetry env info -p)/lib/python3.10/site-packages/
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```
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## Usage
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[tool.poetry]
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name = "lerobot"
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version = "0.1.0"
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description = "Le robot is learning"
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authors = [
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"Rémi Cadène <re.cadene@gmail.com>",
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"Simon Alibert <alibert.sim@gmail.com>",
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]
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repository = "https://github.com/Cadene/lerobot"
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readme = "README.md"
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license = "MIT"
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classifiers=[
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"Development Status :: 3 - Alpha",
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"Intended Audience :: Developers",
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"Topic :: Software Development :: Build Tools",
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"License :: OSI Approved :: MIT License",
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"Programming Language :: Python :: 3.8",
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]
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packages = [{include = "lerobot"}]
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[tool.poetry.dependencies]
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python = "^3.10"
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cython = "^3.0.8"
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termcolor = "^2.4.0"
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omegaconf = "^2.3.0"
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dm-env = "^1.6"
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pandas = "^2.2.1"
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wandb = "^0.16.3"
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moviepy = "^1.0.3"
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imageio = {extras = ["pyav"], version = "^2.34.0"}
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gdown = "^5.1.0"
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hydra-core = "^1.3.2"
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einops = "^0.7.0"
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pygame = "^2.5.2"
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pymunk = "^6.6.0"
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zarr = "^2.17.0"
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shapely = "^2.0.3"
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scikit-image = "^0.22.0"
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numba = "^0.59.0"
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mpmath = "^1.3.0"
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torch = "^2.2.1"
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tensordict = {git = "https://github.com/pytorch/tensordict"}
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torchrl = {git = "https://github.com/pytorch/rl", rev = "13bef426dcfa5887c6e5034a6e9697993fa92c37"}
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mujoco = "^3.1.2"
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mujoco-py = "^2.1.2.14"
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gym = "^0.26.2"
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opencv-python = "^4.9.0.80"
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diffusion-policy = {git = "https://github.com/real-stanford/diffusion_policy"}
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[build-system]
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requires = ["poetry-core"]
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build-backend = "poetry.core.masonry.api"
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