The best machine-learning-for-trading alternatives

spaCy

explosion/spaCy

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

Choose spaCy if…

• you would rather work in Python than Jupyter Notebook
• you want the more widely starred option (34.0k)
• you specifically need ai or cython

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

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 Jupyter Notebook
• Apache License 2.0 suits your use better than MIT License
• you specifically need ai or python

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• you would rather work in Python than Jupyter Notebook
• you specifically need ai or jupyter-notebook

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

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 specifically need algorithm or caffe

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

fiftyone

voxel51/fiftyone

Refine high-quality datasets and visual AI models

Choose fiftyone if…

• you would rather work in TypeScript than Jupyter Notebook
• Apache License 2.0 suits your use better than MIT License
• you specifically need active-learning or computer-vision

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

mit-deep-learning

lexfridman/mit-deep-learning

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

Choose mit-deep-learning if…

• you prefer a smaller, narrower project to a large one
• you specifically need deep-reinforcement-learning or deep-rl

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

computervision-recipes

microsoft/computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

Choose computervision-recipes if…

• you prefer a smaller, narrower project to a large one
• you specifically need azure or computer-vision

Shares artificial-intelligence, data-science, deep-learning, machine-learning with machine-learning-for-trading.

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 than Jupyter Notebook
• Apache License 2.0 suits your use better than MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need ai-textbook or algorithms

Shares artificial-intelligence, deep-learning, machine-learning, reinforcement-learning with machine-learning-for-trading.

ray

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Choose ray if…

• you would rather work in Python than Jupyter Notebook
• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (44.2k)
• you specifically need deployment or distributed

Shares data-science, deep-learning, large-language-models, machine-learning with machine-learning-for-trading.

cs249r_book

harvard-edge/cs249r_book

Machine Learning Systems

Choose cs249r_book if…

• you would rather work in Python than Jupyter Notebook
• you specifically need cloud-ml or computer-systems

Shares artificial-intelligence, deep-learning, machine-learning with machine-learning-for-trading.

marimo

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Choose marimo if…

• you would rather work in Python than Jupyter Notebook
• Apache License 2.0 suits your use better than MIT License
• you specifically need dag or data-visualization

Shares artificial-intelligence, data-science, machine-learning with machine-learning-for-trading.

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 Jupyter Notebook
• Apache License 2.0 suits your use better than MIT License
• you specifically need ai or computer-vision

Shares artificial-intelligence, deep-learning, machine-learning with machine-learning-for-trading.