diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index 8b2fd39..0000000
--- a/Dockerfile
+++ /dev/null
@@ -1,25 +0,0 @@
-ARG CUDA_VER=11.8.0
-ARG PYTHON_VER=3.10
-ARG LINUX_VER=ubuntu20.04
-
-FROM rapidsai/miniforge-cuda:cuda${CUDA_VER}-base-${LINUX_VER}-py${PYTHON_VER} as base
-ARG CUDA_VER
-ARG PYTHON_VER
-
-WORKDIR /home
-COPY pytorch.yml pytorch.yml
-RUN mamba env update -n base --file pytorch.yml \
-    && conda clean -afy \
-    && mamba uninstall -y pytorch torchvision \
-    && mamba install -y -n base -c pytorch -c nvidia -c conda-forge \
-        "cudatoolkit=${CUDA_VER%.*}.*" \
-        "cuda-version=${CUDA_VER%.*}.*" \
-        pytorch \
-        torchvision \
-        "pytorch-cuda=${CUDA_VER%.*}.*" \
-    && conda clean -afy \
-    && rm pytorch.yml
-
-
-FROM base as examples
-COPY . .
diff --git a/futures-local.ipynb b/futures.ipynb
similarity index 100%
rename from futures-local.ipynb
rename to futures.ipynb
diff --git a/geospatial.ipynb b/geospatial.ipynb
deleted file mode 100644
index fa4a489..0000000
--- a/geospatial.ipynb
+++ /dev/null
@@ -1,126 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "08569734-bcce-4262-afd9-fdb0b2c115f1",
-   "metadata": {},
-   "source": [
-    "<img src=\"https://xarray.dev/dataset-diagram-logo.png\"\n",
-    "     align=\"right\"\n",
-    "     width=\"30%\"/>\n",
-    "\n",
-    "# Geospatial "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "e7979d85-aeea-4840-bb70-cac005b546d1",
-   "metadata": {},
-   "source": [
-    "## Create Cluster"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d52d2767-b8ed-4d58-8731-7c2133f0178f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import dask.distributed\n",
-    "import coiled\n",
-    "\n",
-    "cluster = coiled.Cluster(\n",
-    "    n_workers=10,\n",
-    "    region=\"us-east-1\",\n",
-    ") \n",
-    "\n",
-    "client = cluster.get_client()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "6d6e93b6-ca92-4ee3-9b11-57608ed03e56",
-   "metadata": {},
-   "source": [
-    "## Load Data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "fb81f4b3-f968-423a-9fe8-d19d3a3a4ead",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code used to produce the image above ^\n",
-    "import xarray as xr\n",
-    "import geogif\n",
-    "import coiled\n",
-    "\n",
-    "ds = xr.open_dataset(\n",
-    "    \"s3://era5-pds/zarr/2020/01/data/eastward_wind_at_100_metres.zarr\",\n",
-    "    engine=\"zarr\",\n",
-    "    chunks={},\n",
-    ").persist()\n",
-    "ds"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b1fb352e-459b-4782-be32-51f5c35240cb",
-   "metadata": {},
-   "source": [
-    "## Analyze"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1b999355-2acd-477e-8c30-eb815c7b4c76",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "hourly_wind = (\n",
-    "    ds['eastward_wind_at_100_metres']\n",
-    "    .sel(lon=slice(180, None))\n",
-    "    .coarsen(lat=2, lon=2, boundary='trim')\n",
-    "    .mean()\n",
-    ")\n",
-    "\n",
-    "geogif.dgif(hourly_wind).compute()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "183e6f2d-88e9-4fe5-8072-7b2a07e5a27e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "cluster.shutdown()"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python [conda env:coiled]",
-   "language": "python",
-   "name": "conda-env-coiled-py"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.0"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/sea-level-rise.ipynb b/sea-level-rise.ipynb
index 99cad17..876d62b 100644
--- a/sea-level-rise.ipynb
+++ b/sea-level-rise.ipynb
@@ -165,7 +165,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.9.16"
   }
  },
  "nbformat": 4,
diff --git a/geospatial-large.ipynb b/xarray.ipynb
similarity index 100%
rename from geospatial-large.ipynb
rename to xarray.ipynb
diff --git a/optuna.ipynb b/xgboost-optuna.ipynb
similarity index 100%
rename from optuna.ipynb
rename to xgboost-optuna.ipynb
diff --git a/xgboost.ipynb b/xgboost.ipynb
index 1c46e0b..e710529 100644
--- a/xgboost.ipynb
+++ b/xgboost.ipynb
@@ -234,7 +234,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.0"
+   "version": "3.11.8"
   }
  },
  "nbformat": 4,