Browsing: tutorial

section(“7 · Q1_0_g128 Quantization — What’s Happening Under the Hood”) print(textwrap.dedent(“”” ╔══════════════════════════════════════════════════════════════╗ ║ Bonsai Q1_0_g128 Weight Representation ║ ╠══════════════════════════════════════════════════════════════╣ ║ Each weight = 1 bit: 0…

def describe_dataset(dataset_name: str, tool_context: ToolContext) -> dict: print(f”📊 Describing dataset: {dataset_name}”) df = DATA_STORE.get_dataset(dataset_name) if df is None: return {“status”: “error”, “message”: f”Dataset ‘{dataset_name}’ not found”}…

print(“\n” + “=”*80) print(“SECTION 4: DATA VISUALIZATION”) print(“=”*80) def visualize_darcy_samples( permeability: np.ndarray, pressure: np.ndarray, n_samples: int = 3 ): “””Visualize Darcy flow samples.””” fig, axes =…

In this tutorial, we explore Microsoft VibeVoice in Colab and build a complete hands-on workflow for both speech recognition and real-time speech synthesis. We set up…

Credit: Elle Aon/Shutterstock.com If you’re learning python, chances are you started with tutorials–and honestly, there’s nothing wrong with that. They give you a solid foundation and help…

In this tutorial, we implement a production-grade, large-scale graph analytics pipeline in NetworKit, focusing on speed, memory efficiency, and version-safe APIs in NetworKit 11.2.1. We generate…

import subprocess, sys, os, json, hashlib def pip(cmd): subprocess.check_call([sys.executable, “-m”, “pip”] + cmd) pip([“uninstall”, “-y”, “pillow”, “PIL”, “torchaudio”, “colpali-engine”]) pip([“install”, “-q”, “–upgrade”, “pip”]) pip([“install”, “-q”, “pillow<12”,…

Among all the tools that a data scientist has, it is difficult to find one that has received a reputation as an effective and trustworthy tool…

Pluribus season one has ended. As the wait for season two of the Apple TV series begins, newly minted fans of lead actor Rhea Seehorn are…