pipprograms-tanuj 1.1.0

A hosted Python library containing 9 text processing and NLP programs, accessible from anywhere.

🚀 Pipprograms: 9 NLP & Text Processing Programs

A hosted Python library containing 9 text processing and NLP programs. You can package this library and host it (e.g., on PyPI or GitHub) to import it and run it from anywhere in the world.

---

✨ Features

• CLI Interface: Show or run any program with a single terminal command.
• Python API: Import and run/inspect the programs directly inside your own Python scripts.
• Automated Fallbacks: Programs automatically generate sample datasets if the default paths (like Colab /content/ paths) are missing, ensuring they work out-of-the-box on any machine.
• Backwards Compatible: Works with modern PEP 517 build backends and older setup.py-based systems.

---

📂 Included Programs

Program #	Name	Description	Key Libraries
1	TF-IDF Summarizer	Extracts key sentences to summarize text	nltk, numpy
2	Custom Word Cloud	Generates overlapping-free word frequency visual clouds	nltk, matplotlib
3	Sentiment Classifier (LR)	Sentiment Classifier using balanced Logistic Regression	pandas, scikit-learn
4	Sentiment Classifier (N-gram)	Classifies sentiment using custom-sized n-grams & Logistic Regression	pandas, scikit-learn
5	Sentiment Classifier (NB)	Classifies sentiment using balanced Naive Bayes	pandas, scikit-learn
6	Spam Detector	Classifies Ham vs. Spam using Random Forest	pandas, scikit-learn
7	Document Topic Modeling	Latent Dirichlet Allocation (LDA) document clustering	PyPDF2, scikit-learn
8	Placeholder 8	Custom script placeholder (editable)	-
9	Placeholder 9	Custom script placeholder (editable)	-

---

🛠️ Installation

1. From PyPI (Standard & Recommended)

Once the package is published to PyPI (see details below), anyone in the world can install it without Git:

pip install pipprograms-tanuj

2. From a Direct URL (No Git Required)

If you host the built .whl file on any web server, public storage (S3, Dropbox, website, etc.), anyone can install it directly via the URL:

pip install https://your-domain.com/path/pipprograms-1.0.0-py3-none-any.whl

3. Local Installation (for development)

If you want to run or test it locally from the source folder:

pip install -e .

---

🖥️ Command Line Usage

Once installed, the pipprograms command will be globally available on your system.

1. List all programs

pipprograms list

2. View the source code of a program (e.g. Program 1)

pipprograms show 1

3. Run a program (e.g. Program 3)

pipprograms run 3

---

🐍 Python Usage

You can import pipprograms in any python script:

import pipprograms

# 1. Print the source code of Program 1
pipprograms.show(1)

# 2. Get the source code as a string
code_str = pipprograms.get_code(1)

# 3. Run Program 1
pipprograms.run(1)

---

📤 How to Host and Publish this Package

Option A: Hosting on PyPI (Free and Public)

To make your package available via pip install pipprograms (or your chosen package name):

1. Create an account on PyPI.
2. Install Build Tools:

   pip install --upgrade build twine
   

3. Build the Distribution Archives:

   python -m build
   

   This will create a dist/ directory containing .tar.gz and .whl files.
4. Upload to PyPI:

   python -m twine upload dist/*
   

   Note: You will be prompted to enter your PyPI token/credentials.

Option B: Hosting Wheel (.whl) files on Cloud/HTTP Servers (No Git required)

If you don't want to publish to PyPI and want to keep it private or host it yourself:

1. Build the wheel file:

   python -m build
   

2. Upload the wheel file (located in dist/pipprograms-1.0.0-py3-none-any.whl) to any online storage that supports direct downloads (e.g. your personal web server, AWS S3, Google Cloud Storage, or a direct link from Dropbox/OneDrive).
3. Install it on any machine using the direct URL:

   pip install https://your-server.com/pipprograms-1.0.0-py3-none-any.whl