nbsp; AI Image Tag Generator (transformers PIL)- Uses Hugging Face transformers image-classification pipeline (ViT)- Returns top-k labels as tags with confidence scores- Default input path is the uploaded file: mnt data image.png from transformers import pipelinefrom PIL import Imageimport...

   import streamlit as stimport pandas as pdimport numpy as npimport matplotlib.pyplot as pltimport seaborn as snsfrom sklearn.model selection import train test splitfrom sklearn.metrics import ( accuracy score, precision score, recall score, f1 score, mean squared error,...

   usr bin env python3 Automatic Dataset CleanerUsage: python automatic dataset cleaner.py --file path to data.csv python automatic dataset cleaner.py --file path to data.csv --missing-strategy mean --outliers cap --encode --scale standardOutputs: - path to data...

   nbsp;chat server.pyimport socketimport threadingHOST 0.0.0.0 # Accept connections from LANPORT 5000clients []usernames # Broadcast message to all connected clientsdef broadcast(msg, sender conn None): for client in clients: if client...

   nbsp; Library Book Borrowing System (Tkinter SQLite)Features:- User Login Register- Admin Login- Borrow Return Books- Due Date Tracking- Overdue Alerts import sqlite3import tkinter as tkfrom tkinter import ttk, messageboxfrom datetime import datetime, timedeltaDB library.db # -----------------...

   Motion Detection Security Recorder---------------------------------Usage: python motion recorder.py python motion recorder.py --source 0 # default webcam python motion recorder.py -...

   import osimport cv2import numpy as npimport picklefrom PIL import Image, ImageTkimport tkinter as tkfrom tkinter import ttk, filedialog, messageboxfrom pathlib import Pathfrom math import ceil# ----------------------# Config# ----------------------SUPPORTED EXT ( .jpg , .jpeg , .png , .bmp , .tiff ...

   import tkinter as tkfrom tkinter import ttk, messagebox, simpledialogimport timeimport randomimport jsonimport osSTATS FILE typing stats.json SAMPLE PARAGRAPHS Easy : [ The quick brown fox jumps over the lazy dog. , Practice makes...

   nbsp; Image Style Transfer demo (TensorFlow Hub Tkinter UI)- Pick a content image (photo) and a style image (painting).- Apply Magenta arbitrary-image-stylization-v1-256 model.- Preview and save the stylized result.Requirements: pip install tensorflow tensorflow-hub pillow opencv...

   nbsp; Audio Frequency Spectrum Visualizer (Tkinter matplotlib)- Select a WAV file- Shows waveform (top) and animated FFT spectrum bars (bottom)- Works with mono or stereo WAV files- Uses scipy.io.wavfile to read WAV- Animation scrolls through the audio buffer, computing FFT per frame to simulate...

   import streamlit as stfrom openai import OpenAIfrom fpdf import FPDFfrom datetime import datetime# Initialize OpenAI clientclient OpenAI(api key YOUR OPENAI API KEY ) # Replace with your API key# -------------------------------# Function: Generate business ideas# -----------------------------...

   import tkinter as tkfrom tkinter import ttk, messagebox, filedialogimport pandas as pdimport reimport osimport requestsfrom bs4 import BeautifulSoupimport webbrowserfrom io import StringIO# -------------------------# Configuration & Helpers# -------------------------PRICE DB prices.csv #...

   nbsp;smart code reviewœâ app.pyâ œâ templates â œâ index.htmlâ â result.htmlâ uploads app.pyimport osfrom flask import Flask, render template, requestfrom pylint import epylint as lintimport openaiapp Flask( name )app.config[’UPLOAD FOLDER’] ’uploads’os.makedirs(app.config...

   import tkinter as tkfrom tkinter import ttk, messageboximport networkx as nximport matplotlibmatplotlib.use( TkAgg )import matplotlib.pyplot as pltfrom matplotlib.backends.backend tkagg import FigureCanvasTkAggimport timeimport threading# Small sleep used to allow GUI to update between steps (very...

   import pandas as pdimport numpy as npimport matplotlib.pyplot as pltfrom sklearn.linear model import LinearRegressionfrom sklearn.metrics import mean absolute error, r2 score# -----------------------------# STEP 1: Create Sample Expense Data# -----------------------------# Example: Monthly total...

   import streamlit as stfrom openai import OpenAIimport textwrap# Initialize APIclient OpenAI(api key YOUR OPENAI API KEY )st.set page config(page title AI Flash Fiction Generator , page icon , layout centered )st.title( AI Flash Fiction Generator )st.caption( Enter a theme or mood’ Get a 100-word...

   In the Spectrum default ranking, which is weighted with the interests of IEEE members in mind, we see that once again Python has the top spot, with the biggest change in the top five being JavaScript’s drop from third place last year to sixth place this year.Source: https: spectrum.ieee.org...

   import cv2import numpy as npfrom sklearn.cluster import KMeansfrom tkinter import Tk, filedialogfrom PIL import Imageimport matplotlib.pyplot as pltdef rgb to hex(rgb): Convert RGB tuple to HEX string. return # :02x :02x :02x .format(int(rgb[0]), int(rgb[1]), int(rgb[2])...

   Pydroid 3:Features: A complete offline Python 3 IDE with a built-in interpreter, pip package manager, and a custom repository for pre-built packages of scientific libraries like NumPy, SciPy, and TensorFlow. Other tools: Includes a C, C , and Fortran compiler, a PDB debugger, and support for...

   APP.PYimport osimport pandas as pdfrom flask import Flask, render template, requestfrom openai import OpenAIapp Flask( name )client OpenAI(api key os.getenv( OPENAI API KEY ))# Load demo datasetconditions df pd.read csv( conditions.csv ) app.route( , methods [ GET , POST ])def index(): ...

   nbsp; Virtual Stock Trading Game (Streamlit)Features:- Simple username registration login- Buy Sell simulated orders at current market price (via yfinance)- Portfolio view, transaction history- Leaderboard by total portfolio value- SQLite persistenceRun: streamlit run virtual trading...

   import osimport jsonfrom datetime import datetime, timedelta, time as dtimefrom dateutil import parser as dateparseimport pytzimport refrom flask import Flask, redirect, url for, session, request, render template string, flashfrom google.oauth2.credentials import Credentialsfrom google auth...

   Project Structuredynamic qrœâ app.pyâ œâ templates â œâ index.htmlâ â œâ qr display.htmlâ â œâ update.htmlâ qr data.db app.pyfrom flask import Flask, render template, request, redirect, url forimport qrcodeimport sqlite3import io, base64app Flask( name ...

   pip install spacy pandas dateparserpython -m spacy download en core web smimport reimport spacyimport pandas as pdimport dateparserfrom datetime import datetimefrom pathlib import Path# Optional PDF reader (only if you want to support .pdf)try: import fitz # PyMuPDFexcept...

   usr bin env python3 AI Whiteboard Digitizer (prototype)Usage: python whiteboard digitizer.py input image.jpgOutputs: - ocr texts.txt : OCR’d text lines (raw) - equations latex.tex : LaTeX for parseable math expressions -...