The best lab alternatives

spaCy

explosion/spaCy

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

Choose spaCy if…

• you would rather work in Python than C
• you need a detected license — this one reports MIT License
• you want the more widely starred option (34.0k)
• you want the more recently updated codebase

Shares artificial-intelligence, deep-learning, machine-learning, neural-networks with lab.

mit-deep-learning

lexfridman/mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Choose mit-deep-learning if…

• you would rather work in Jupyter Notebook than C
• you need a detected license — this one reports MIT License
• you want the more recently updated codebase
• you specifically need data-science or deep-reinforcement-learning

Shares artificial-intelligence, deep-learning, machine-learning, neural-networks with lab.

sonnet

google-deepmind/sonnet

TensorFlow-based neural network library

Choose sonnet if…

• you would rather work in Python than C
• you need a detected license — this one reports Apache License 2.0
• you want the more recently updated codebase
• you specifically need tensorflow

Shares artificial-intelligence, deep-learning, machine-learning, neural-networks with lab.

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 than C
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (31.4k)
• you want the more recently updated codebase

Shares artificial-intelligence, deep-learning, machine-learning with lab.

cs249r_book

harvard-edge/cs249r_book

Machine Learning Systems

Choose cs249r_book if…

• you would rather work in Python than C
• you want the more widely starred option (29.8k)
• you want the more recently updated codebase
• you specifically need cloud-ml or computer-systems

Shares artificial-intelligence, deep-learning, machine-learning with lab.

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 than C
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (22.1k)
• you want the more recently updated codebase

Shares artificial-intelligence, deep-learning, machine-learning with lab.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• you would rather work in Python than C
• you need a detected license — this one reports MIT License
• you want the more widely starred option (22.0k)
• you want the more recently updated codebase

Shares artificial-intelligence, deep-learning, machine-learning with lab.

machine-learning-for-trading

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

Choose machine-learning-for-trading if…

• you would rather work in Jupyter Notebook than C
• you need a detected license — this one reports MIT License
• you want the more widely starred option (21.7k)
• you want the more recently updated codebase

Shares artificial-intelligence, deep-learning, machine-learning with lab.

onnx

onnx/onnx

Open standard for machine learning interoperability

Choose onnx if…

• you would rather work in Python than C
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (21.6k)
• you want the more recently updated codebase

Shares artificial-intelligence, deep-learning, machine-learning with lab.

ml-visuals

dair-ai/ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

Choose ml-visuals if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (17.4k)
• you want the more recently updated codebase
• you specifically need design or natural-language-processing

Shares artificial-intelligence, deep-learning, machine-learning with lab.

cheatsheets-ai

kailashahirwar/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

Choose cheatsheets-ai if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (15.4k)
• you specifically need keras or matplotlib

Shares artificial-intelligence, deep-learning, machine-learning with lab.

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 want the more recently updated codebase
• you specifically need algorithm or caffe

Shares artificial-intelligence, deep-learning, machine-learning with lab.