| # Core dependencies | |
| streamlit # Build interactive web apps with Python! 🌐 | |
| # - 🎥 Stream video: st.video("movie.mp4") to show a cool science clip! | |
| # - 📊 Plot data: st.line_chart(data) for visualizing AI model accuracy! | |
| # - 🖼️ Show pics: st.image("cat.png", caption="AI-generated kitty!") for fun outputs! | |
| pandas # Crunch data like a pro! 📈 | |
| # - 🧮 Analyze scores: pd.DataFrame({"Student": ["Alex", "Bob"], "Score": [85, 90]}).mean() to avg grades! | |
| # - 📋 Filter rows: df[df["Age"] > 18] to find adult learners in a dataset! | |
| # - 🔄 Pivot tables: pd.pivot_table(df, values="Sales", index="Month") for sales trends! | |
| torch # Power AI models with tensors! 🔥 | |
| # - 🤖 Train a model: torch.nn.Linear(10, 2) for a simple neural net! | |
| # - 🧠 Matrix math: torch.matmul(tensor1, tensor2) to compute embeddings! | |
| # - 🎲 Random tensors: torch.rand(3, 3) for mock data in experiments! | |
| requests # Fetch stuff from the web! 🌍 | |
| # - 📚 Grab a PDF: requests.get("https://arxiv.org/pdf/2308.03892") to download research! | |
| # - 🌤️ Check weather: requests.get("api.weather.com/data") for live updates! | |
| # - 😂 Get jokes: requests.get("api.jokes.com/random") to lighten the mood! | |
| aiofiles # Async file handling for speed! ⚡ | |
| # - ✍️ Write fast: await aiofiles.open("log.txt", "w").write("Done!") for quick logs! | |
| # - 📖 Read async: await aiofiles.open("data.csv", "r").read() to load files snappy! | |
| # - 🗑️ Bulk ops: await aiofiles.open("temp.bin", "wb").write(data) for temp storage! | |
| pillow # Play with images like an artist! 🖌️ | |
| # - 🌈 Resize pics: Image.open("photo.jpg").resize((100, 100)) for thumbnails! | |
| # - 🎨 Color swap: Image.open("dog.png").convert("L") for grayscale pups! | |
| # - ✂️ Crop it: Image.open("scene.png").crop((10, 10, 50, 50)) to zoom in! | |
| # PDF processing | |
| PyMuPDF # Master PDFs like a wizard! 📜 | |
| # - 🖼️ PDF to pic: doc[0].get_pixmap().save("page1.png") for snapshots! | |
| # - 📝 Extract text: doc[0].get_text() to pull words from a page! | |
| # - 🔢 Count pages: len(fitz.open("book.pdf")) to know the length! | |
| # Transformers and diffusion models | |
| transformers # Talk to AI models! 🗣️ | |
| # - 🤖 Chatbot: tokenizer.decode(model.generate(input_ids)) for AI replies! | |
| # - 📝 Summarize: model("Long text here") to shorten essays! | |
| # - 🖋️ Translate: model("Hola", src_lang="es", tgt_lang="en") for "Hello"! | |
| diffusers # Generate wild images! 🎨 | |
| # - 🦄 Dream art: pipeline("Unicorn in space").images[0].save("magic.png")! | |
| # - 🌆 Style swap: pipeline("City in Van Gogh style") for cool remixes! | |
| # - 🐾 Pet pics: pipeline("Cartoon dog") to make fluffy cartoons! | |
| # OpenAI integration | |
| openai # Tap into GPT magic! ✨ | |
| # - 📜 Summarize: openai.ChatCompletion.create(messages=[{"role": "user", "content": "Summarize this!"}]) for quick recaps! | |
| # - 🖼️ Image OCR: openai.ChatCompletion.create(messages=[{"content": [{"type": "image_url", "image_url": "base64"}]}) for text extraction! | |
| # - 😂 Joke time: openai.ChatCompletion.create(messages=[{"content": "Tell me a joke!"}]) for laughs! | |
| # Additional utilities | |
| glob2 # Find files with flair! 🔍 | |
| # - 🖼️ List pics: glob.glob("*.png") to grab all images! | |
| # - 📜 PDF hunt: glob.glob("*.pdf") for all your docs! | |
| # - 🗂️ Wildcards: glob.glob("data_*_2023.txt") for specific files! | |
| pytz # Time zones made easy! ⏰ | |
| # - 🌍 Local time: pytz.timezone("US/Pacific").localize(datetime.now()) for Cali time! | |
| # - ⏳ UTC shift: datetime.now(pytz.UTC) for global sync! | |
| # - 🕒 Convert: dt.astimezone(pytz.timezone("Asia/Tokyo")) for Tokyo vibes! | |
| tiktoken | |
| verovio | |
| torchvision |