This PR was automatically created by Snyk using the credentials of a real user.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

xgboost 1.6.2 requires scipy, which is not installed.
statsmodels 0.13.5 requires scipy, which is not installed.
statsmodels 0.13.5 requires scipy, which is not installed.
notebook 6.5.6 has requirement pyzmq<25,>=17, but you have pyzmq 25.1.1.
Markdown 3.4.4 has requirement importlib-metadata>=4.4; python_version < "3.10", but you have importlib-metadata 4.2.0.
coveralls 3.3.1 has requirement coverage!=6.0.*,!=6.1,!=6.1.1,<7.0,>=4.1, but you have coverage 7.2.7.
arch 5.3.1 requires scipy, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity	Priority Score (*)	Issue	Upgrade	Breaking Change	Exploit Maturity
	554/1000 Why? Has a fix available, CVSS 6.8	Insufficient Verification of Data Authenticity SNYK-PYTHON-CERTIFI-3164749	certifi: 2021.10.8 -> 2023.7.22	No	No Known Exploit
	704/1000 Why? Has a fix available, CVSS 9.8	Improper Following of a Certificate's Chain of Trust SNYK-PYTHON-CERTIFI-5805047	certifi: 2021.10.8 -> 2023.7.22	No	No Known Exploit
	589/1000 Why? Has a fix available, CVSS 7.5	Excessive Iteration SNYK-PYTHON-GRPCIO-5834443	grpcio: 1.41.1 -> 1.53.2	No	No Known Exploit
	624/1000 Why? Has a fix available, CVSS 8.2	Arbitrary Code Execution SNYK-PYTHON-IPYTHON-2348630	ipython: 5.10.0 -> 8.10.0	No	No Known Exploit
	531/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 4.2	Remote Code Execution (RCE) SNYK-PYTHON-IPYTHON-3318382	ipython: 5.10.0 -> 8.10.0	No	Proof of Concept
	604/1000 Why? Has a fix available, CVSS 7.8	Improper Privilege Management SNYK-PYTHON-JUPYTERCORE-3063766	jupyter-core: 4.6.3 -> 4.11.2	No	No Known Exploit
	589/1000 Why? Has a fix available, CVSS 7.5	Regular Expression Denial of Service (ReDoS) SNYK-PYTHON-MISTUNE-2940625	mistune: 0.8.4 -> 2.0.3	No	No Known Exploit
	726/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 8.1	Cross-site Scripting (XSS) SNYK-PYTHON-NBCONVERT-2979829	nbconvert: 5.6.1 -> 6.3.0b0	No	Proof of Concept
	434/1000 Why? Has a fix available, CVSS 4.4	Open Redirect SNYK-PYTHON-NOTEBOOK-1041707	notebook: 5.7.16 -> 6.4.12	No	No Known Exploit
	589/1000 Why? Has a fix available, CVSS 7.5	Information Exposure SNYK-PYTHON-NOTEBOOK-2441824	notebook: 5.7.16 -> 6.4.12	No	No Known Exploit
	449/1000 Why? Has a fix available, CVSS 4.7	Access Restriction Bypass SNYK-PYTHON-NOTEBOOK-2928995	notebook: 5.7.16 -> 6.4.12	No	No Known Exploit
	506/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 3.7	NULL Pointer Dereference SNYK-PYTHON-NUMPY-2321964	numpy: 1.16.6 -> 1.22.2	No	Proof of Concept
	399/1000 Why? Has a fix available, CVSS 3.7	Buffer Overflow SNYK-PYTHON-NUMPY-2321966	numpy: 1.16.6 -> 1.22.2	No	No Known Exploit
	506/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 3.7	Buffer Overflow SNYK-PYTHON-NUMPY-2321969	numpy: 1.16.6 -> 1.22.2	No	Proof of Concept
	506/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 3.7	Denial of Service (DoS) SNYK-PYTHON-NUMPY-2321970	numpy: 1.16.6 -> 1.22.2	No	Proof of Concept
	696/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 7.5	Regular Expression Denial of Service (ReDoS) SNYK-PYTHON-PYGMENTS-1086606	pygments: 2.5.2 -> 2.15.0	No	Proof of Concept
	589/1000 Why? Has a fix available, CVSS 7.5	Denial of Service (DoS) SNYK-PYTHON-PYGMENTS-1088505	pygments: 2.5.2 -> 2.15.0	No	No Known Exploit
	479/1000 Why? Has a fix available, CVSS 5.3	Regular Expression Denial of Service (ReDoS) SNYK-PYTHON-PYGMENTS-5750273	pygments: 2.5.2 -> 2.15.0	No	No Known Exploit
	519/1000 Why? Has a fix available, CVSS 6.1	Information Exposure SNYK-PYTHON-REQUESTS-5595532	requests: 2.27.1 -> 2.31.0	No	No Known Exploit
	509/1000 Why? Has a fix available, CVSS 5.9	Timing Attack SNYK-PYTHON-RSA-1038401	rsa: 4.5 -> 4.7	No	No Known Exploit
	489/1000 Why? Has a fix available, CVSS 5.5	Denial of Service (DoS) SNYK-PYTHON-SCIPY-5756497	scipy: 1.2.3 -> 1.10.0rc1	No	No Known Exploit
	686/1000 Why? Proof of Concept exploit, Has a fix available, CVSS 7.3	Use After Free SNYK-PYTHON-SCIPY-5759266	scipy: 1.2.3 -> 1.10.0rc1	No	Proof of Concept
	509/1000 Why? Has a fix available, CVSS 5.9	Regular Expression Denial of Service (ReDoS) SNYK-PYTHON-SETUPTOOLS-3180412	setuptools: 44.1.1 -> 65.5.1	No	No Known Exploit
	384/1000 Why? Has a fix available, CVSS 3.4	Open Redirect SNYK-PYTHON-TORNADO-5537286	tornado: 5.1.1 -> 6.3.3	No	No Known Exploit
	494/1000 Why? Has a fix available, CVSS 5.6	HTTP Request Smuggling SNYK-PYTHON-TORNADO-5840803	tornado: 5.1.1 -> 6.3.3	No	No Known Exploit
	344/1000 Why? Has a fix available, CVSS 2.6	Access Restriction Bypass SNYK-PYTHON-WERKZEUG-3319935	werkzeug: 1.0.1 -> 2.2.3	No	No Known Exploit
	589/1000 Why? Has a fix available, CVSS 7.5	Denial of Service (DoS) SNYK-PYTHON-WERKZEUG-3319936	werkzeug: 1.0.1 -> 2.2.3	No	No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information:
🧐 View latest project report

🛠 Adjust project settings

📚 Read more about Snyk's upgrade and patch logic

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Remote Code Execution (RCE)
🦉 Improper Privilege Management
🦉 Regular Expression Denial of Service (ReDoS)
🦉 More lessons are available in Snyk Learn