microsoft / generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
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18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
This repository contains demos I made with the Transformers library by HuggingFace.
Python toolkit for quantitative finance
Neural Networks: Zero to Hero
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
PyTorch code and models for the DINOv2 self-supervised learning method.
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Evaluation and Tracking for LLM Experiments
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Repository to store sample python programs for python learning
[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Code release for NeRF (Neural Radiance Fields)