fix: requirements.txt to reduce vulnerabilities

The following vulnerabilities are fixed by pinning transitive dependencies:
- https://snyk.io/vuln/SNYK-PYTHON-IPYTHON-3318382
- https://snyk.io/vuln/SNYK-PYTHON-NUMBA-1027297
- https://snyk.io/vuln/SNYK-PYTHON-NUMPY-2321964
- https://snyk.io/vuln/SNYK-PYTHON-NUMPY-2321966
- https://snyk.io/vuln/SNYK-PYTHON-NUMPY-2321969
- https://snyk.io/vuln/SNYK-PYTHON-NUMPY-2321970
- https://snyk.io/vuln/SNYK-PYTHON-PILLOW-5918878
- https://snyk.io/vuln/SNYK-PYTHON-PILLOW-6043904
- https://snyk.io/vuln/SNYK-PYTHON-PILLOW-6182918
- https://snyk.io/vuln/SNYK-PYTHON-PILLOW-6219984
- https://snyk.io/vuln/SNYK-PYTHON-PILLOW-6219986
- https://snyk.io/vuln/SNYK-PYTHON-SETUPTOOLS-3180412
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3372984
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3372987
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3372990
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3372993
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3372996
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3372999
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373002
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373005
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373008
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373011
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373014
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373017
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373020
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373023
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373026
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373029
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373032
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373035
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373038
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-3373041
- https://snyk.io/vuln/SNYK-PYTHON-TENSORFLOW-5291376
- https://snyk.io/vuln/SNYK-PYTHON-TORNADO-5537286
- https://snyk.io/vuln/SNYK-PYTHON-TORNADO-5840803
- https://snyk.io/vuln/SNYK-PYTHON-TORNADO-6041512
- https://snyk.io/vuln/SNYK-PYTHON-WERKZEUG-6035177
- https://snyk.io/vuln/SNYK-PYTHON-WHEEL-3180413

requirements.txt

@@ -2,8 +2,8 @@ black
 luigi
 # One of the requirements pulls in librosa, I believe note_seq
 # So we need to pin these, otherwise librosa breaks
-numpy==1.19.2
-numba==0.48
+numpy==1.22.2
+numba==0.49.0
 pandas
 pre-commit
 pytest
@@ -17,6 +17,12 @@ tensorflow-datasets
 tqdm
 ffmpeg-python
 note_seq
-tensorflow>=2.0
+tensorflow>=2.11.1
 schema
-patool
+patool
+ipython>=8.10.0 # not directly required, pinned by Snyk to avoid a vulnerability
+pillow>=10.2.0 # not directly required, pinned by Snyk to avoid a vulnerability
+setuptools>=65.5.1 # not directly required, pinned by Snyk to avoid a vulnerability
+tornado>=6.3.3 # not directly required, pinned by Snyk to avoid a vulnerability
+werkzeug>=2.3.8 # not directly required, pinned by Snyk to avoid a vulnerability
+wheel>=0.38.0 # not directly required, pinned by Snyk to avoid a vulnerability