Skip to content

Completed NumPy Module 1 Exercises #52

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
annasosnovske wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Completed NumPy Module 1 Exercises #52

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions Introduction-to-Python
Open in desktop
Submodule Introduction-to-Python added at eda4e5
61 changes: 48 additions & 13 deletions NumPy/1. Data Types.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -502,10 +502,23 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": []
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[260]\n"
]
}
],
"source": [
"import numpy as np\n",
"arr = np.array([250], dtype=np.int16)\n",
"arr.dtype\n",
"print(arr + 10)"
]
},
{
"cell_type": "markdown",
Expand All @@ -525,10 +538,27 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": []
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"8000000\n",
"2000000\n",
"4.0\n"
]
}
],
"source": [
"import numpy as np\n",
"arr = np.zeros([1000000], dtype=np.float64)\n",
"print(arr.nbytes)\n",
"arr2 = np.zeros([1000000], dtype=np.float16)\n",
"print(arr2.nbytes)\n",
"print(arr.nbytes / arr2.nbytes)"
]
},
{
"cell_type": "markdown",
Expand All @@ -550,21 +580,26 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The data type of the array is <U7\n",
"The updated array is ['Alexand' 'Bob' 'Charlie']\n",
"The re-created array is ['Alexandria' 'Bob' 'Charlie']\n",
"The data type of the array is <U11\n"
"<U7\n",
"['Alexandria' 'Bob' 'Charlie']\n"
]
}
],
"source": []
"source": [
"import numpy as np\n",
"arr = np.array([\"Alice\", \"Bob\", \"Charlie\"])\n",
"print(arr.dtype)\n",
"arr[0] = \"Alexandria\"\n",
"arr = np.array([\"Alexandria\", \"Bob\", \"Charlie\"], dtype='U10')\n",
"print(arr)"
]
},
{
"cell_type": "markdown",
Expand All @@ -576,7 +611,7 @@
],
"metadata": {
"kernelspec": {
"display_name": "p310env",
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
Expand Down