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人工智能
机器学习

机器学习

用于构建和训练机器学习模型的核心框架、库及教育资源。

Repositories

tensorflow

tensorflow / tensorflow

An Open Source Machine Learning Framework for Everyone

C++
193.9k
pytorch

pytorch / pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python
97.8k
scikit-learn

scikit-learn / scikit-learn

scikit-learn: machine learning in Python

Python
65.2k
keras-team

keras-team / keras

Deep Learning for humans

Python
63.9k
josephmisiti

josephmisiti / awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

Python
71.8k
rasbt/LLMs-from-scratch
rasbt

rasbt / LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook
86.4k
labmlai/annotated_deep_learning_paper_implementations
labmlai

labmlai / annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

Python
65.8k
aymericdamien

aymericdamien / TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Jupyter Notebook
43.8k
apachecn

apachecn / ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Python
42.1k