changes to recursion attempt

Code/successful_recursion.ipynb

@@ -3,7 +3,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "linear-harvey",
+   "id": "sustained-board",
    "metadata": {
     "tags": []
    },
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "honey-excuse",
+   "id": "numeric-victoria",
    "metadata": {},
    "source": [
     "# Setup Functions\n",
@@ -26,7 +26,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "helpful-radical",
+   "id": "virtual-arlington",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fifty-southwest",
+   "id": "wrapped-message",
    "metadata": {},
    "source": [
     "## Setup functions related to the problem"
@@ -66,7 +66,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "fancy-manual",
+   "id": "neutral-vietnamese",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -82,10 +82,12 @@
     "    \n",
     "    return 1 - ( b*eta*torch.exp(eta+b*stock-eta*torch.exp(b*stock)))\n",
     "\n",
+    "def test_launch(stock, debris):\n",
+    "    return torch.ones(5, requires_grad=True)\n",
     "\n",
     "def laws_of_motion(stock, debris, launches):\n",
     "    \n",
-    "    new_stock = stock*survival(stock,debris) + launches #TODO: Launches will become a function (neural network)\n",
+    "    new_stock = stock*survival(stock,debris) + launches(stock,debris) #TODO: Launches will become a function (neural network)\n",
     "    \n",
     "    #TODO: Currently Ignoring autocatalysis\n",
     "    new_debris = (1-DELTA)*debris + LAUNCH_DEBRIS_RATE * launches.sum() + COLLISION_DEBRIS_RATE*(1-survival(stock,debris)) @ stock\n",
@@ -100,7 +102,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "dietary-vault",
+   "id": "considered-configuration",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,7 +140,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "illegal-thriller",
+   "id": "premium-lesbian",
    "metadata": {},
    "source": [
     "# Actual calculations"
@@ -147,7 +149,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "coated-dressing",
+   "id": "suffering-google",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -179,7 +181,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "analyzed-transfer",
+   "id": "checked-medication",
    "metadata": {},
    "outputs": [
     {
@@ -203,7 +205,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "confidential-stadium",
+   "id": "wanted-principal",
    "metadata": {},
    "source": [
     "Note how this fails on the last few iterations.\n",
@@ -218,7 +220,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "cbb2f9e4-2248-467e-b6f9-dd5cdd156ce6",
+   "id": "solid-correlation",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -240,7 +242,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.8.8"
   }
  },
  "nbformat": 4,