diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 4c9ae7e..df5f4a4 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -39,7 +39,7 @@ jobs:
             - name: Install dependencies
               run: |
                   python -m pip install --upgrade pip
-                  pip install coverage docopt yarg requests
+                  pip install coverage docopt yarg requests nbconvert
 
             - name: Calculate coverage
               run: coverage run --source=pipreqs -m unittest discover
diff --git a/pipreqs/pipreqs.py b/pipreqs/pipreqs.py
index a84f39b..74da720 100644
--- a/pipreqs/pipreqs.py
+++ b/pipreqs/pipreqs.py
@@ -47,17 +47,18 @@
 import requests
 from yarg import json2package
 from yarg.exceptions import HTTPError
+from nbconvert import PythonExporter
 
 from pipreqs import __version__
 
 REGEXP = [
-    re.compile(r'^import (.+)$'),
-    re.compile(r'^from ((?!\.+).*?) import (?:.*)$')
+    re.compile(r"^import (.+)$"),
+    re.compile(r"^from ((?!\.+).*?) import (?:.*)$"),
 ]
 
 
 @contextmanager
-def _open(filename=None, mode='r'):
+def _open(filename=None, mode="r"):
     """Open a file or ``sys.stdout`` depending on the provided filename.
 
     Args:
@@ -70,13 +71,13 @@ def _open(filename=None, mode='r'):
         A file handle.
 
     """
-    if not filename or filename == '-':
-        if not mode or 'r' in mode:
+    if not filename or filename == "-":
+        if not mode or "r" in mode:
             file = sys.stdin
-        elif 'w' in mode:
+        elif "w" in mode:
             file = sys.stdout
         else:
-            raise ValueError('Invalid mode for file: {}'.format(mode))
+            raise ValueError("Invalid mode for file: {}".format(mode))
     else:
         file = open(filename, mode)
 
@@ -87,13 +88,21 @@ def _open(filename=None, mode='r'):
             file.close()
 
 
-def get_all_imports(
-        path, encoding=None, extra_ignore_dirs=None, follow_links=True):
+def get_all_imports(path, encoding=None, extra_ignore_dirs=None, follow_links=True):
     imports = set()
     raw_imports = set()
     candidates = []
     ignore_errors = False
-    ignore_dirs = [".hg", ".svn", ".git", ".tox", "__pycache__", "env", "venv"]
+    ignore_dirs = [
+        ".hg",
+        ".svn",
+        ".git",
+        ".tox",
+        "__pycache__",
+        "env",
+        "venv",
+        ".ipynb_checkpoints",
+    ]
 
     if extra_ignore_dirs:
         ignore_dirs_parsed = []
@@ -106,13 +115,23 @@ def get_all_imports(
         dirs[:] = [d for d in dirs if d not in ignore_dirs]
 
         candidates.append(os.path.basename(root))
-        files = [fn for fn in files if os.path.splitext(fn)[1] == ".py"]
+        files = [fn for fn in files if filter_ext(fn, [".py", ".ipynb"])]
+
+        candidates = list(
+            map(
+                lambda fn: os.path.splitext(fn)[0],
+                filter(lambda fn: filter_ext(fn, [".py"]), files),
+            )
+        )
 
-        candidates += [os.path.splitext(fn)[0] for fn in files]
         for file_name in files:
             file_name = os.path.join(root, file_name)
-            with open(file_name, "r", encoding=encoding) as f:
-                contents = f.read()
+            contents = ""
+            if filter_ext(file_name, [".py"]):
+                with open(file_name, "r", encoding=encoding) as f:
+                    contents = f.read()
+            elif filter_ext(file_name, [".ipynb"]):
+                contents = ipynb_2_py(file_name, encoding=encoding)
             try:
                 tree = ast.parse(contents)
                 for node in ast.walk(tree):
@@ -128,6 +147,8 @@ def get_all_imports(
                     continue
                 else:
                     logging.error("Failed on file: %s" % file_name)
+                    if filter_ext(file_name, [".ipynb"]):
+                        logging.error("Magic command without % might be failed")
                     raise exc
 
     # Clean up imports
@@ -137,11 +158,11 @@ def get_all_imports(
         # Cleanup: We only want to first part of the import.
         # Ex: from django.conf --> django.conf. But we only want django
         # as an import.
-        cleaned_name, _, _ = name.partition('.')
+        cleaned_name, _, _ = name.partition(".")
         imports.add(cleaned_name)
 
     packages = imports - (set(candidates) & imports)
-    logging.debug('Found packages: {0}'.format(packages))
+    logging.debug("Found packages: {0}".format(packages))
 
     with open(join("stdlib"), "r") as f:
         data = {x.strip() for x in f}
@@ -149,58 +170,81 @@ def get_all_imports(
     return list(packages - data)
 
 
+def filter_line(line):
+    return len(line) > 0 and line[0] != "#"
+
+
+def filter_ext(file_name, acceptable):
+    return os.path.splitext(file_name)[1] in acceptable
+
+
+def ipynb_2_py(file_name, encoding=None):
+    """
+
+    Args:
+        file_name (str): notebook file path to parse as python script
+        encoding  (str): encoding of file
+
+    Returns:
+        str: parsed string
+
+    """
+
+    exporter = PythonExporter()
+    (body, _) = exporter.from_filename(file_name)
+
+    return body.encode(encoding if encoding is not None else "utf-8")
+
+
 def generate_requirements_file(path, imports, symbol):
     with _open(path, "w") as out_file:
-        logging.debug('Writing {num} requirements: {imports} to {file}'.format(
-            num=len(imports),
-            file=path,
-            imports=", ".join([x['name'] for x in imports])
-        ))
-        fmt = '{name}' + symbol + '{version}'
-        out_file.write('\n'.join(
-            fmt.format(**item) if item['version'] else '{name}'.format(**item)
-            for item in imports) + '\n')
+        logging.debug(
+            "Writing {num} requirements: {imports} to {file}".format(
+                num=len(imports),
+                file=path,
+                imports=", ".join([x["name"] for x in imports]),
+            )
+        )
+        fmt = "{name}" + symbol + "{version}"
+        out_file.write(
+            "\n".join(fmt.format(**item) if item["version"] else "{name}".format(**item) for item in imports) + "\n"
+        )
 
 
 def output_requirements(imports, symbol):
-    generate_requirements_file('-', imports, symbol)
+    generate_requirements_file("-", imports, symbol)
 
 
-def get_imports_info(
-        imports, pypi_server="https://pypi.python.org/pypi/", proxy=None):
+def get_imports_info(imports, pypi_server="https://pypi.python.org/pypi/", proxy=None):
     result = []
 
     for item in imports:
         try:
             logging.warning(
-                'Import named "%s" not found locally. '
-                'Trying to resolve it at the PyPI server.',
-                item
+                'Import named "%s" not found locally. ' "Trying to resolve it at the PyPI server.",
+                item,
             )
-            response = requests.get(
-                "{0}{1}/json".format(pypi_server, item), proxies=proxy)
+            response = requests.get("{0}{1}/json".format(pypi_server, item), proxies=proxy)
             if response.status_code == 200:
-                if hasattr(response.content, 'decode'):
+                if hasattr(response.content, "decode"):
                     data = json2package(response.content.decode())
                 else:
                     data = json2package(response.content)
             elif response.status_code >= 300:
-                raise HTTPError(status_code=response.status_code,
-                                reason=response.reason)
+                raise HTTPError(status_code=response.status_code, reason=response.reason)
         except HTTPError:
-            logging.warning(
-                'Package "%s" does not exist or network problems', item)
+            logging.warning('Package "%s" does not exist or network problems', item)
             continue
         logging.warning(
             'Import named "%s" was resolved to "%s:%s" package (%s).\n'
-            'Please, verify manually the final list of requirements.txt '
-            'to avoid possible dependency confusions.',
+            "Please, verify manually the final list of requirements.txt "
+            "to avoid possible dependency confusions.",
             item,
             data.name,
             data.latest_release_id,
-            data.pypi_url
+            data.pypi_url,
         )
-        result.append({'name': item, 'version': data.latest_release_id})
+        result.append({"name": item, "version": data.latest_release_id})
     return result
 
 
@@ -225,25 +269,23 @@ def get_locally_installed_packages(encoding=None):
                         filtered_top_level_modules = list()
 
                         for module in top_level_modules:
-                            if (
-                                (module not in ignore) and
-                                (package[0] not in ignore)
-                            ):
+                            if (module not in ignore) and (package[0] not in ignore):
                                 # append exported top level modules to the list
                                 filtered_top_level_modules.append(module)
 
                         version = None
                         if len(package) > 1:
-                            version = package[1].replace(
-                                ".dist", "").replace(".egg", "")
+                            version = package[1].replace(".dist", "").replace(".egg", "")
 
                         # append package: top_level_modules pairs
                         # instead of top_level_module: package pairs
-                        packages.append({
-                            'name': package[0],
-                            'version': version,
-                            'exports': filtered_top_level_modules
-                        })
+                        packages.append(
+                            {
+                                "name": package[0],
+                                "version": version,
+                                "exports": filtered_top_level_modules,
+                            }
+                        )
     return packages
 
 
@@ -256,14 +298,14 @@ def get_import_local(imports, encoding=None):
             # if candidate import name matches export name
             # or candidate import name equals to the package name
             # append it to the result
-            if item in package['exports'] or item == package['name']:
+            if item in package["exports"] or item == package["name"]:
                 result.append(package)
 
     # removing duplicates of package/version
     # had to use second method instead of the previous one,
     # because we have a list in the 'exports' field
     # https://stackoverflow.com/questions/9427163/remove-duplicate-dict-in-list-in-python
-    result_unique = [i for n, i in enumerate(result) if i not in result[n+1:]]
+    result_unique = [i for n, i in enumerate(result) if i not in result[n + 1 :]]
 
     return result_unique
 
@@ -294,7 +336,7 @@ def get_name_without_alias(name):
         match = REGEXP[0].match(name.strip())
         if match:
             name = match.groups(0)[0]
-    return name.partition(' as ')[0].partition('.')[0].strip()
+    return name.partition(" as ")[0].partition(".")[0].strip()
 
 
 def join(f):
@@ -353,6 +395,7 @@ def parse_requirements(file_):
 
     return modules
 
+
 def compare_modules(file_, imports):
     """Compare modules in a file to imported modules in a project.
 
@@ -379,7 +422,8 @@ def diff(file_, imports):
 
     logging.info(
         "The following modules are in {} but do not seem to be imported: "
-        "{}".format(file_, ", ".join(x for x in modules_not_imported)))
+        "{}".format(file_, ", ".join(x for x in modules_not_imported))
+    )
 
 
 def clean(file_, imports):
@@ -427,30 +471,27 @@ def dynamic_versioning(scheme, imports):
 
 
 def init(args):
-    encoding = args.get('--encoding')
-    extra_ignore_dirs = args.get('--ignore')
-    follow_links = not args.get('--no-follow-links')
-    input_path = args['<path>']
+    encoding = args.get("--encoding")
+    extra_ignore_dirs = args.get("--ignore")
+    follow_links = not args.get("--no-follow-links")
+    input_path = args["<path>"]
     if input_path is None:
         input_path = os.path.abspath(os.curdir)
 
     if extra_ignore_dirs:
-        extra_ignore_dirs = extra_ignore_dirs.split(',')
-
-    path = (args["--savepath"] if args["--savepath"] else
-            os.path.join(input_path, "requirements.txt"))
-    if (not args["--print"]
-            and not args["--savepath"]
-            and not args["--force"]
-            and os.path.exists(path)):
-        logging.warning("requirements.txt already exists, "
-                        "use --force to overwrite it")
+        extra_ignore_dirs = extra_ignore_dirs.split(",")
+
+    path = args["--savepath"] if args["--savepath"] else os.path.join(input_path, "requirements.txt")
+    if not args["--print"] and not args["--savepath"] and not args["--force"] and os.path.exists(path):
+        logging.warning("requirements.txt already exists, " "use --force to overwrite it")
         return
 
-    candidates = get_all_imports(input_path,
-                                 encoding=encoding,
-                                 extra_ignore_dirs=extra_ignore_dirs,
-                                 follow_links=follow_links)
+    candidates = get_all_imports(
+        input_path,
+        encoding=encoding,
+        extra_ignore_dirs=extra_ignore_dirs,
+        follow_links=follow_links,
+    )
     candidates = get_pkg_names(candidates)
     logging.debug("Found imports: " + ", ".join(candidates))
     pypi_server = "https://pypi.python.org/pypi/"
@@ -459,11 +500,10 @@ def init(args):
         pypi_server = args["--pypi-server"]
 
     if args["--proxy"]:
-        proxy = {'http': args["--proxy"], 'https': args["--proxy"]}
+        proxy = {"http": args["--proxy"], "https": args["--proxy"]}
 
     if args["--use-local"]:
-        logging.debug(
-            "Getting package information ONLY from local installation.")
+        logging.debug("Getting package information ONLY from local installation.")
         imports = get_import_local(candidates, encoding=encoding)
     else:
         logging.debug("Getting packages information from Local/PyPI")
@@ -473,20 +513,21 @@ def init(args):
         # the list of exported modules, installed locally
         # and the package name is not in the list of local module names
         # it add to difference
-        difference = [x for x in candidates if
-                      # aggregate all export lists into one
-                      # flatten the list
-                      # check if candidate is in exports
-                      x.lower() not in [y for x in local for y in x['exports']]
-                      and
-                      # check if candidate is package names
-                      x.lower() not in [x['name'] for x in local]]
-
-        imports = local + get_imports_info(difference,
-                                           proxy=proxy,
-                                           pypi_server=pypi_server)
+        difference = [
+            x
+            for x in candidates
+            if
+            # aggregate all export lists into one
+            # flatten the list
+            # check if candidate is in exports
+            x.lower() not in [y for x in local for y in x["exports"]] and
+            # check if candidate is package names
+            x.lower() not in [x["name"] for x in local]
+        ]
+
+        imports = local + get_imports_info(difference, proxy=proxy, pypi_server=pypi_server)
     # sort imports based on lowercase name of package, similar to `pip freeze`.
-    imports = sorted(imports, key=lambda x: x['name'].lower())
+    imports = sorted(imports, key=lambda x: x["name"].lower())
 
     if args["--diff"]:
         diff(args["--diff"], imports)
@@ -501,8 +542,7 @@ def init(args):
         if scheme in ["compat", "gt", "no-pin"]:
             imports, symbol = dynamic_versioning(scheme, imports)
         else:
-            raise ValueError("Invalid argument for mode flag, "
-                             "use 'compat', 'gt' or 'no-pin' instead")
+            raise ValueError("Invalid argument for mode flag, " "use 'compat', 'gt' or 'no-pin' instead")
     else:
         symbol = "=="
 
@@ -516,8 +556,8 @@ def init(args):
 
 def main():  # pragma: no cover
     args = docopt(__doc__, version=__version__)
-    log_level = logging.DEBUG if args['--debug'] else logging.INFO
-    logging.basicConfig(level=log_level, format='%(levelname)s: %(message)s')
+    log_level = logging.DEBUG if args["--debug"] else logging.INFO
+    logging.basicConfig(level=log_level, format="%(levelname)s: %(message)s")
 
     try:
         init(args)
@@ -525,5 +565,5 @@ def main():  # pragma: no cover
         sys.exit(0)
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()  # pragma: no cover
diff --git a/requirements.txt b/requirements.txt
index 1dbf6ab..ba7a159 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,5 @@
 wheel==0.38.1
 Yarg==0.1.9
 docopt==0.6.2
+nbconvert==7.9.2
+
diff --git a/setup.py b/setup.py
index f21dc6b..1058477 100755
--- a/setup.py
+++ b/setup.py
@@ -15,7 +15,7 @@
     history = history_file.read().replace('.. :changelog:', '')
 
 requirements = [
-    'docopt', 'yarg'
+    'docopt', 'yarg', 'nbconvert', 'ipython'
 ]
 
 setup(
diff --git a/tests/_data_notebook/markdown_test.ipynb b/tests/_data_notebook/markdown_test.ipynb
new file mode 100644
index 0000000..54712d3
--- /dev/null
+++ b/tests/_data_notebook/markdown_test.ipynb
@@ -0,0 +1,37 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Markdown test\n",
+    "import sklearn\n",
+    "\n",
+    "```python\n",
+    "import FastAPI\n",
+    "```"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/tests/_data_notebook/models.py b/tests/_data_notebook/models.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/_data_notebook/test.ipynb b/tests/_data_notebook/test.ipynb
new file mode 100644
index 0000000..16c07d9
--- /dev/null
+++ b/tests/_data_notebook/test.ipynb
@@ -0,0 +1,102 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\"\"\"unused import\"\"\"\n",
+    "# pylint: disable=undefined-all-variable, import-error, no-absolute-import, too-few-public-methods, missing-docstring\n",
+    "import xml.etree  # [unused-import]\n",
+    "import xml.sax  # [unused-import]\n",
+    "import os.path as test  # [unused-import]\n",
+    "from sys import argv as test2  # [unused-import]\n",
+    "from sys import flags  # [unused-import]\n",
+    "# +1:[unused-import,unused-import]\n",
+    "from collections import deque, OrderedDict, Counter\n",
+    "# All imports above should be ignored\n",
+    "import requests  # [unused-import]\n",
+    "\n",
+    "# setuptools\n",
+    "import zipimport  # command/easy_install.py\n",
+    "\n",
+    "# twisted\n",
+    "from importlib import invalidate_caches  # python/test/test_deprecate.py\n",
+    "\n",
+    "# astroid\n",
+    "import zipimport  # manager.py\n",
+    "# IPython\n",
+    "from importlib.machinery import all_suffixes  # core/completerlib.py\n",
+    "import importlib  # html/notebookapp.py\n",
+    "\n",
+    "from IPython.utils.importstring import import_item  # Many files\n",
+    "\n",
+    "# pyflakes\n",
+    "# test/test_doctests.py\n",
+    "from pyflakes.test.test_imports import Test as TestImports\n",
+    "\n",
+    "# Nose\n",
+    "from nose.importer import Importer, add_path, remove_path  # loader.py\n",
+    "\n",
+    "import atexit\n",
+    "from __future__ import print_function\n",
+    "from docopt import docopt\n",
+    "import curses, logging, sqlite3\n",
+    "import logging\n",
+    "import os\n",
+    "import sqlite3\n",
+    "import time\n",
+    "import sys\n",
+    "import signal\n",
+    "import bs4\n",
+    "import nonexistendmodule\n",
+    "import boto as b, peewee as p\n",
+    "# import django\n",
+    "import flask.ext.somext  # # #\n",
+    "from sqlalchemy import model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "try:\n",
+    "    import ujson as json\n",
+    "except ImportError:\n",
+    "    import json\n",
+    "\n",
+    "import models\n",
+    "\n",
+    "\n",
+    "def main():\n",
+    "    pass\n",
+    "\n",
+    "import after_method_is_valid_even_if_not_pep8"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/tests/_invalid_data_notebook/invalid.ipynb b/tests/_invalid_data_notebook/invalid.ipynb
new file mode 100644
index 0000000..cacff3f
--- /dev/null
+++ b/tests/_invalid_data_notebook/invalid.ipynb
@@ -0,0 +1,34 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cd ."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/tests/test_pipreqs.py b/tests/test_pipreqs.py
index f239f07..a2cbbbe 100644
--- a/tests/test_pipreqs.py
+++ b/tests/test_pipreqs.py
@@ -37,7 +37,7 @@ def setUp(self):
             "after_method_is_valid_even_if_not_pep8",
         ]
         self.modules2 = ["beautifulsoup4"]
-        self.local = ["docopt", "requests", "nose", "pyflakes"]
+        self.local = ["docopt", "requests", "nose", "pyflakes", "ipython"]
         self.project = os.path.join(os.path.dirname(__file__), "_data")
         self.empty_filepath = os.path.join(self.project, "empty.txt")
         self.imports_filepath = os.path.join(self.project, "imports.txt")
@@ -66,19 +66,20 @@ def setUp(self):
 
         self.project_clean = os.path.join(os.path.dirname(__file__), "_data_clean")
         self.project_invalid = os.path.join(os.path.dirname(__file__), "_invalid_data")
-        self.parsed_packages = [
-            {"name": "pandas", "version": "2.0.0"},
-            {"name": "numpy", "version": "1.2.3"},
-            {"name": "torch", "version": "4.0.0"},
-        ]
-        self.empty_filepath = os.path.join(self.project, "empty.txt")
-        self.imports_filepath = os.path.join(self.project, "imports.txt")
-
-        self.project_with_ignore_directory = os.path.join(os.path.dirname(__file__), "_data_ignore")
-        self.project_with_duplicated_deps = os.path.join(os.path.dirname(__file__), "_data_duplicated_deps")
-        
+        self.project_with_ignore_directory = os.path.join(
+            os.path.dirname(__file__), "_data_ignore"
+        )
+        self.project_with_duplicated_deps = os.path.join(
+            os.path.dirname(__file__), "_data_duplicated_deps"
+        )
         self.requirements_path = os.path.join(self.project, "requirements.txt")
         self.alt_requirement_path = os.path.join(self.project, "requirements2.txt")
+        self.project_with_notebooks = os.path.join(os.path.dirname(__file__), "_data_notebook")
+        self.project_with_invalid_notebooks = os.path.join(os.path.dirname(__file__), "_invalid_data_notebook")
+        self.compatible_files = {
+            "original": os.path.join(os.path.dirname(__file__), "_data/test.py"),
+            "notebook": os.path.join(os.path.dirname(__file__), "_data_notebook/test.ipynb"),
+        }
 
     def test_get_all_imports(self):
         imports = pipreqs.get_all_imports(self.project)
@@ -471,7 +472,7 @@ def test_compare_modules(self):
                 modules_not_imported = pipreqs.compare_modules(filename, imports)
 
                 self.assertSetEqual(modules_not_imported, expected_modules_not_imported)
-                
+
     def test_output_requirements(self):
         """
         Test --print parameter
@@ -515,6 +516,48 @@ def test_output_requirements(self):
             stdout_content = capturedOutput.getvalue().lower()
             self.assertTrue(file_content == stdout_content)
 
+    def test_import_notebooks(self):
+        """
+        Test the function get_all_imports() using .ipynb file
+        """
+        imports = pipreqs.get_all_imports(self.project_with_notebooks, encoding="utf-8")
+        self.assertEqual(len(imports), 13)
+        for item in imports:
+            self.assertTrue(item.lower() in self.modules, "Import is missing: " + item)
+        self.assertFalse("time" in imports)
+        self.assertFalse("logging" in imports)
+        self.assertFalse("curses" in imports)
+        self.assertFalse("__future__" in imports)
+        self.assertFalse("django" in imports)
+        self.assertFalse("models" in imports)
+        self.assertFalse("FastAPI" in imports)
+        self.assertFalse("sklearn" in imports)
+
+    def test_invalid_notebook(self):
+        """
+        Test that invalid notebook files cannot be imported.
+        """
+        self.assertRaises(SyntaxError, pipreqs.get_all_imports, self.project_with_invalid_notebooks)
+
+    def test_ipynb_2_py(self):
+        """
+        Test the function ipynb_2_py() which converts .ipynb file to .py format
+        """
+        expected = pipreqs.get_all_imports(self.compatible_files["original"])
+        parsed = pipreqs.get_all_imports(self.compatible_files["notebook"])
+        self.assertEqual(expected, parsed)
+
+        parsed = pipreqs.get_all_imports(self.compatible_files["notebook"], encoding="utf-8")
+        self.assertEqual(expected, parsed)
+
+    def test_filter_ext(self):
+        """
+        Test the  function filter_ext()
+        """
+        self.assertTrue(pipreqs.filter_ext("main.py", [".py"]))
+        self.assertTrue(pipreqs.filter_ext("main.py", [".py", ".ipynb"]))
+        self.assertFalse(pipreqs.filter_ext("main.py", [".ipynb"]))
+
     def test_parse_requirements(self):
         """
         Test parse_requirements function