Stars
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
A game theoretic approach to explain the output of any machine learning model.
Learn OpenCV : C++ and Python Examples
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
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 filte…
StableLM: Stability AI Language Models
This repository contains implementations and illustrative code to accompany DeepMind publications
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
PRML algorithms implemented in Python
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Public facing notes page
FinRL: Financial Reinforcement Learning. 🔥
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
Automatic extraction of relevant features from time series:
Build your neural network easy and fast, 莫烦Python中文教学
Visualizations for machine learning datasets
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…
Python code for "Probabilistic Machine learning" book by Kevin Murphy
The Udacity open source self-driving car project
An adversarial example library for constructing attacks, building defenses, and benchmarking both
COCO API - Dataset @ http://cocodataset.org/
Simple tutorials using Google's TensorFlow Framework