semvec/pypi-packages huggingface dataset:
boto3-pydantic-sagemaker-a2i-runtime 1.0.2
Pydantic models for AWS Sagemaker_a2i_runtime
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, sagemaker_a2i_runtime

# boto3-pydantic-sagemaker_a2i_runtime

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Sagemaker_a2i_runtime.
boto3-pydantic-sagemaker 1.0.2
Pydantic models for AWS Sagemaker
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, sagemaker

# boto3-pydantic-sagemaker

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Sagemaker.
boto3-pydantic-s3tables 1.0.2
Pydantic models for AWS S3tables
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, s3tables

# boto3-pydantic-s3tables

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS S3tables.
boto3-pydantic-s3outposts 1.0.2
Pydantic models for AWS S3outposts
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, s3outposts

# boto3-pydantic-s3outposts

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS S3outposts.
cmlabs 0.2.2
A library for computational mathematics labs
Requires Python: >=3.6

# cmlabs

**cmlabs** is a computational mathematics library for Python

## Installation

```bash
pip install cmlabs
```

## Usage

### Interpolation

```python
from cmlabs.interpolate import lagrange, newton, CubicSpline

xvals = np.array([0, 2, 3, 5])
yvals = np.array([1, 3, 2, 5])

y = lagrange(xvals, yvals, 1.5)
print(y)
# 3.3375000000000004

y = newton(xvals, yvlas, 1.5)
print(y)
# 3.3375

cs = CubicSpline(x, y, bc_type='not-a-knot')
print(cs.interpolate(0.5))
# 3.3375000000000004
```

### Integration

```python
from cmlabs.integrate import rectangle

xvals = np.array([0, 1, 2, 3])
yvals = np.array([0, 1, 4, 9])

I = rectangle(xvals, yvals, method="left")
print(I)
# 5.0
```

### Differentiation

```python
from cmlabs.differentiate import lagrange_derivative

xvals = np.array([0, 1, 2, 3, 4])
yvals = np.array([0, 1, 4, 9, 16])

L = lagrange_derivative(xvals, yvals, 2.5, 2)
print(L)
# 2.0
```

### Linear Algebra

```python
from cmlabs.linalg import thomas

A = [1, 1]
B = [4, 4, 4]
C = [1, 1]
F = [5, 5, 5]

solution = thomas(A, B, C, F)
print(solution)
# [1.071 0.714 1.071]
```

### Optimization

```python
from cmlabs.optimize import find_root_brackets, bisect

def f(x):
    return x**2 - 4

intervals = find_root_brackets(f, a=0, b=10, bins=10)
print(intervals)
# [(1.1111111111111112, 2.2222222222222223)]

root = bisect(f_test, intervals[0], xtol=1e-5, ytol=1e-5)
print(root)
# 1.9999980926513672
```

If you find any errors in the formulas or code, please feel free to open a [github issue](https://github.com/r0manch1k/cmlabs/issues)
boto3-pydantic-s3control 1.0.2
Pydantic models for AWS S3control
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, s3control

# boto3-pydantic-s3control

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS S3control.
closelink-mcp 1.1.7
Closelink MCP Server
Requires Python: >=3.13

## Publish new version

- Bump version

- Build

```bash
uv build
```

- Publish (See 1password for token)

```bash
 uv publish --username __token__ --password <PyPiApiToken>
```

## Usage

Mcp config:

```json
"closelink-mcp": {
    "command": "uvx",
    "args": [
        "closelink-mcp"
    ],
    "env": {
        "CLOSELINK_API_BASE_URL": "<ReplaceMe>",
        "CLOSELINK_API_KEY": "<ReplaceMe>"
    }
}
```
boto3-pydantic-s3 1.0.2
Pydantic models for AWS S3
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, s3

# boto3-pydantic-s3

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS S3.
boto3-pydantic-rum 1.0.2
Pydantic models for AWS Rum
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, rum

# boto3-pydantic-rum

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Rum.
boto3-pydantic-route53resolver 1.0.2
Pydantic models for AWS Route53resolver
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53resolver

# boto3-pydantic-route53resolver

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53resolver.
boto3-pydantic-route53profiles 1.0.2
Pydantic models for AWS Route53profiles
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53profiles

# boto3-pydantic-route53profiles

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53profiles.
boto3-pydantic-route53domains 1.0.2
Pydantic models for AWS Route53domains
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53domains

# boto3-pydantic-route53domains

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53domains.
boto3-pydantic-route53-recovery-readiness 1.0.2
Pydantic models for AWS Route53_recovery_readiness
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53_recovery_readiness

# boto3-pydantic-route53_recovery_readiness

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53_recovery_readiness.
boto3-pydantic-route53-recovery-control-config 1.0.2
Pydantic models for AWS Route53_recovery_control_config
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53_recovery_control_config

# boto3-pydantic-route53_recovery_control_config

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53_recovery_control_config.
boto3-pydantic-route53-recovery-cluster 1.0.2
Pydantic models for AWS Route53_recovery_cluster
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53_recovery_cluster

# boto3-pydantic-route53_recovery_cluster

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53_recovery_cluster.
boto3-pydantic-route53 1.0.2
Pydantic models for AWS Route53
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, route53

# boto3-pydantic-route53

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Route53.
boto3-pydantic-rolesanywhere 1.0.2
Pydantic models for AWS Rolesanywhere
Requires Python: <4.0,>=3.9
Keywords: aws, boto3, pydantic, models, rolesanywhere

# boto3-pydantic-rolesanywhere

This package was automatically generated by aws-resource-validator repository.

For more information, visit:
- Package homepage: https://coreoxide.github.io/aws_resource_validator/
- GitHub repository: https://github.com/CoreOxide/aws_resource_validator
- PyPI project: https://pypi.org/project/aws-resource-validator/

Pydantic models for AWS Rolesanywhere.