Metadata-Version: 2.4
Name: numpyUtilsUpdated
Version: 0.0.1
Summary: A collection of numpy utilities for data analysis and manipulation.
Project-URL: Homepage, https://github.com/nani-here/numpyUtilsUpdated
Project-URL: Issues, https://github.com/nani-here/numpyUtilsUpdated/issues
Author-email: Nani bolthe! <neku.enduku2005@gmail.com>
License-File: LICENSE
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.0
Description-Content-Type: text/markdown



### 📦 `numpyUtilsUpdated` – *Naa Kodaka, Ee Package Thoppu!*

*Arre, idhi* just any package *kaadhu, ra*. This is *THE* `numpyUtilsUpdated`, a *gunta*-sized bomb of AI algorithms, DAA *thummu*, and CS assignments. *Nuvvu* student *ayna, enthusiast ayina*, this is your *galli ka rockstar* for smashing those *bekaar* academic problems. *Choodu, ela kottan ra!*

---

## 📁 *Structure, Ra Mowa*

```
numpyUtilsUpdated/
├── ai/      # AI algorithms, *picha lite* stuff
├── cs/      # CS assignments, *sollu kaadhu*
├── daa/     # DAA, *nee brain ni pindestham*
└── __init__.py  # *Idhi start button, ra*
```

---

## 📚 *Submodules, Ra – Chaduvu, Leda flower chekkestaa!*

### 🔹 `daa` – *Design & Analysis of Algorithms, Ra Puli!*

*Idhi* no *gundu* algorithms, *ra*. Full-on *gaddam* stuff:
- Graphs: Dijkstra’s, Kruskal’s, Prim’s, Floyd-Warshall (*nee brain ni fry chestham*)
- Knapsack (*greedy anta, DP anta, em peekuthav ra?*)
- String editing, TSP, Job Sequencing, Quick Sort – *anni kottudu!*

### 🔹 `ai` – *Artificial Intelligence, Ra Rey!*

*Idhi* AI, *ra*, not your *sollu* chatbot. Check this *josh*:
- Search: BFS, DFS, UCS, GBFS, Minimax, Alpha-Beta (*nee logic ni dimpudham*)
- Problems: 8-puzzle, Tic-Tac-Toe, Water Jug, Wumpus World (*game over, ra!*)
- Prolog logic, Graph Coloring – *nee brain ka debba debba ayipothadhi*

### 🔹 `cs` – *CS Assignments, Ra, Settu!*

*Semester assignments*? *Nenu unna, tension endhuku ra?*
- File manipulation (*files ni jugglu chestham*)
- Data structures (*stack, queue, ra?*)
- Sorting, searching – *easy ga close chesey*

---

## 🚀 *Installation, Ra – Chinnadhi, Nee Size anta!*

*Package ayithe*:
```bash
pip install numpyUtilsUpdated
```
*Ledha*, just clone or copy this *bad boy* into your folder. *Sarle, start chesey!*

---

## 🧠 *Usage, Ra – Ela Kottali?*

```python
import numpyUtilsUpdated as nani  # *Idhi naa peru, ra!*

# DAA *thummu*
nani.daa.Dijkstras.run_dijkstra(graph, source)  # *Path kottu ra!*

# AI *josh*
nani.ai.Minimax.play_game()  # *Game lo dimpu ra!*

# CS *sollu*
nani.cs.ass1.function_name()  # *Assignment close, ra!*
```

*Module import chesina ventane*, console lo *full list* of scripts *pop-up* avuthadhi. *Navigation*? *Picha easy, ra!*

---

## ✅ *Features, Ra – Naa Range Enti?*

- *Modular AF*, *nuvvu confuse avvu kaadhu*
- *Educational clarity* – *nuvvu chadivithe ardham avthadhi, ra!*
- Covers all *classic* AI, DSA, CS *gunta* problems. *Nenu thopu, ra!*

---

## 👨‍💻 *Author, Ra – Nenu Evaru?*

**Nani (Digipodhi!*)**  


*Idhi* naa *khushi* tho, *learning* tho, and *sharing* tho build chesa. *Full ❤️, ra!* *Nuvvu try chey, naa package tho nee brain ni *pindesthaa*! 😜

