Consider using (pipenv)[https://pypi.org/project/pipenv/] to pin your dependencies. This would allow contributors to easily reproduce the project without messing up the dependencies and its also good on the long run for maintainability

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

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 661/1000
Why? Recently disclosed, Has a fix available, CVSS 7.5 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-PILLOW-1319443 | pillow:
6.2.2 -> 8.3.2
| 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 effected 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

https://towardsdatascience.com/how-to-build-your-first-python-package-6a00b02635c9

https://medium.com/analytics-vidhya/how-to-create-a-python-library-7d5aea80cc3f

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

torchvision 0.5.0 requires pillow, which is not installed.
tensorflow 1.14.0 requires protobuf, which is not installed.
tensorflow-serving-api 1.12.0 requires protobuf, which is not installed.
tensorboard 1.14.0 requires protobuf, which is not installed.
GPyOpt 1.2.6 requires GPy, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 551/1000
Why? Recently disclosed, Has a fix available, CVSS 5.3 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-WHEEL-3180413 | wheel:
0.30.0 -> 0.38.0
| 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:

🦉 Regular Expression Denial of Service (ReDoS)

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

torchvision 0.5.0 requires pillow, which is not installed.
tensorflow 1.14.0 requires grpcio, which is not installed.
tensorflow 1.14.0 requires protobuf, which is not installed.
tensorboard 1.14.0 requires protobuf, which is not installed.
tensorboard 1.14.0 requires grpcio, which is not installed.
parameter-sherpa 1.0.6 requires pymongo, which is not installed.
parameter-sherpa 1.0.6 requires GPyOpt, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 551/1000
Why? Recently disclosed, Has a fix available, CVSS 5.3 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-WHEEL-3092128 | wheel:
0.30.0 -> 0.38.0
| 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:

🦉 Regular Expression Denial of Service (ReDoS)

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

torchvision 0.5.0 requires pillow, which is not installed.
parameter-sherpa 1.0.6 requires scikit-learn, which is not installed.
GPy 1.10.0 requires paramz, which is not installed.
GPy 1.10.0 requires cython, which is not installed.
GPy 1.10.0 has requirement scipy<1.5.0,>=1.3.0, but you have scipy 1.2.3.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 589/1000
Why? Has a fix available, CVSS 7.5 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-1055461 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-1055462 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 509/1000
Why? Has a fix available, CVSS 5.9 | Out-of-bounds Write
SNYK-PYTHON-PILLOW-1059090 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-1080635 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-PILLOW-1080654 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1081494 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1081501 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1081502 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 654/1000
Why? Has a fix available, CVSS 8.8 | Heap-based Buffer Overflow
SNYK-PYTHON-PILLOW-1082329 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Insufficient Validation
SNYK-PYTHON-PILLOW-1082750 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1090584 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1090586 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1090587 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Denial of Service (DoS)
SNYK-PYTHON-PILLOW-1090588 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-1292150 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 589/1000
Why? Has a fix available, CVSS 7.5 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-1292151 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 566/1000
Why? Recently disclosed, Has a fix available, CVSS 5.6 | Buffer Overflow
SNYK-PYTHON-PILLOW-1316216 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 414/1000
Why? Has a fix available, CVSS 4 | Out-of-Bounds
SNYK-PYTHON-PILLOW-574573 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 414/1000
Why? Has a fix available, CVSS 4 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-574574 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 414/1000
Why? Has a fix available, CVSS 4 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-574575 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 414/1000
Why? Has a fix available, CVSS 4 | Out-of-bounds Read
SNYK-PYTHON-PILLOW-574576 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 469/1000
Why? Has a fix available, CVSS 5.1 | Buffer Overflow
SNYK-PYTHON-PILLOW-574577 | pillow:
6.2.2 -> 8.1.0
| No | No Known Exploit | 506/1000
Why? Proof of Concept exploit, Has a fix available, CVSS 3.7 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-SCIKITLEARN-1079100 | scikit-learn:
0.20.4 -> 0.24.2
| No | Proof of Concept

(*) 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 effected 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