semvec/pypi-packages huggingface dataset:
cross-moment 0.0.1
Package for cross-moment algorithm
Requires Python: >=3.7

# README

## Getting started
To reproduce the experiments from the work "A Cross-Moment Approach for Causal Effect Estimation", please run the ```main.ipynb``` jupyter notebook. The necessary packages for the experiments are specified in the ```requirements.txt```.

An implementation of Cross-Moment method can be found in ```methods.py```. Cross-Moment method is implemented by function ```compute_beta```. Moreover, function ```get_beta_sensor_fusion``` performs Cross-Moment method having two proxies.
fmutils 0.2.2
Package for easily accessing and managing large number of files and dirs (e.g. in ML datasets).
Keywords: python,directory tree generator,files management,directory management,files listing,directories listing,deleting files,randomly selecting file,transformer,IQA


[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT)
 [![Generic badge](https://img.shields.io/badge/Version-0.2.1-red.svg)](https://shields.io/) [![Downloads](https://pepy.tech/badge/fmutils)](https://pepy.tech/project/fmutils) [![Documentation Status](https://readthedocs.org/projects/files-management-utilities/badge/?version=latest)](https://files-management-utilities.readthedocs.io/en/latest/?badge=latest)

# File Management Utilities (fmutils)

For easily accessing and managing large number of files and dirs in ML datasets.

#### Update

* Some minor bug fixes.
* Behavior fixes for Linux.

### Documentation
* [ReadTheDocs](https://files-management-utilities.readthedocs.io/en/latest/)

### Repo
* [GitHub](https://github.com/Mr-TalhaIlyas/FMUtils)


## FMUtils Package
This package includes follwing three mian modules and functions
### 1. **`fmutils`**

* `get_dir_props` **New**
* `tvt_split` **New** (train validation test split)
* `remove_empty_dirs` **New**
* `del_all_files`
* `file_name_replacer`
* `get_all_dirs`
* `get_all_files`
* `get_basename`
* `get_num_of_files`
* `get_random_files`
* `move_matching_files`
* `rename_wrt_dirname`
* `split_some_data`


### 2. **`directorytree`**
* *class* `DirectoryTree`
* `clone_dir_tree`

### 3. **`plottingutils`**
* `plot_data_dist`

For details on usage and functionality of each method visist [ReadTheDocs](https://files-management-utilities.readthedocs.io/en/latest/)
securitygpt 0.0.1.9.5
SecurityGPT, GPT for security practioners
Requires Python: >=3.6

 
# What is securitygpt ? 
securitygpt is a package that makes makes common tasks that a
security engineer does easy using generative LLMs.  

As a security engineer, you dont want to worry about writing correct prompts, we have taken care of that for you.
# Install
```
pip install securitygpt
export OPENAI_API_KEY="sk-xxx"
```
# Usage and Examples
Current usecases support
 - anonymization and deanonymization of text
 - CVE summaries
 - drawing threat knowledge graphs

[Usage and Examples] (https://github.com/rkreddyp/securitygpt)


send feedback and comments to rkreddy@gmail.com or open issues in GitHub (https://github.com/rkreddyp/securitygpt)