The best learning alternatives

Prompt_Engineering

NirDiamant/Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

Choose Prompt_Engineering if…

• you would rather work in Jupyter Notebook
• you specifically need ai or chain-of-thought

Shares generative-ai, llms, machine-learning, python with learning.

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Choose transformers if…

• you would rather work in Python
• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (168.5k)
• you specifically need audio or deepseek

Shares deep-learning, machine-learning, nlp, python with learning.

GenAI_Agents

NirDiamant/GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Choose GenAI_Agents if…

• you would rather work in Jupyter Notebook
• you want the more widely starred option (24.8k)
• you specifically need agentic-ai or agents

Shares generative-ai, llms, machine-learning, python with learning.

spaCy

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Choose spaCy if…

• you would rather work in Python
• you want the more widely starred option (34.0k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning, nlp, python with learning.

Ai-Learn

tangyudi/Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Choose Ai-Learn if…

• you want the more widely starred option (13.5k)
• you specifically need algorithm or artificial-intelligence

Shares deep-learning, machine-learning, nlp, python with learning.

maths-cs-ai-compendium

HenryNdubuaku/maths-cs-ai-compendium

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

Choose maths-cs-ai-compendium if…

• you would rather work in TypeScript
• Apache License 2.0 suits your use better than MIT License
• you specifically need ai-textbook or algorithms

Shares deep-learning, machine-learning, nlp, python with learning.

BentoML

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Choose BentoML if…

• you would rather work in Python
• Apache License 2.0 suits your use better than MIT License
• you specifically need ai-inference or inference-platform

Shares deep-learning, generative-ai, machine-learning, python with learning.

stanza

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Choose stanza if…

• you would rather work in Python
• you specifically need artificial-intelligence or corenlp

Shares deep-learning, machine-learning, nlp, python with learning.

AdalFlow

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

Choose AdalFlow if…

• you would rather work in Python
• you specifically need agent or ai

Shares generative-ai, machine-learning, nlp, python with learning.

pytorch-lightning

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Choose pytorch-lightning if…

• you would rather work in Python
• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (31.4k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning, python with learning.

datasets

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Choose datasets if…

• you would rather work in Python
• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (22.1k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning, nlp with learning.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• you would rather work in Python
• you want the more widely starred option (22.0k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning, python with learning.