Open Source: #machine-learning

Catalog projects marked with #machine-learning. Tags work as dedicated landing pages, so related tools are easier to find and connect.

This collection holds 60 projects with a combined 3,668,345 GitHub stars. Main languages: Python, Jupyter Notebook, C++.

About machine learning

Classic machine learning never went away: behind the generative-AI hype still stand gradient boosting, clustering, and battle-tested pipelines. Open source is the industry standard here — almost everything data scientists use daily is open.

The collection mixes libraries, courses, and tools: from teaching materials that walk through algorithms to production frameworks. Stars and community activity are an honest filter, and both are visible right on the cards.

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Found: 60

Tag: #machine-learning ×

microsoft/qlib

Qlib

Qlib is Microsoft’s platform for quantitative research and machine learning in investment tasks.

Stars 45,212 Forks 7,200 Author microsoft Language Python License MIT

#quant #machine-learning #python #finance

Open

streamlit/streamlit

Streamlit

Streamlit is a Python framework for fast data apps, dashboards, and model interfaces.

Stars 45,087 Forks 4,303 Author streamlit Language Python License Apache-2.0

#python #data #dashboard #machine-learning

Open

roboflow/supervision

Supervision

Supervision is Roboflow’s Python library of reusable computer-vision tools.

Stars 45,006 Forks 4,004 Author roboflow Language Python License MIT

#computer-vision #python #machine-learning #annotation

Open

aymericdamien/TensorFlow-Examples

TensorFlow Examples

TensorFlow Examples is a set of beginner-friendly TensorFlow learning examples.

Stars 43,740 Forks 14,704 Author aymericdamien Language Jupyter Notebook License NOASSERTION

#tensorflow #machine-learning #python #education

Open

ray-project/ray

Ray

Ray is a Python platform for distributed computing and scaling ML/AI workloads.

Stars 43,032 Forks 7,738 Author ray-project Language Python License Apache-2.0

#distributed-computing #python #machine-learning #ai

Open

gradio-app/gradio

Gradio

Gradio is a Python library for quickly building web interfaces around models, functions, and data apps.

Stars 43,011 Forks 3,515 Author gradio-app Language Python License Apache-2.0

#machine-learning #python #ui #demo

Open

deepspeedai/DeepSpeed

DeepSpeed

DeepSpeed is Microsoft’s library for optimizing distributed training and inference of large models.

Stars 42,589 Forks 4,866 Author deepspeedai Language Python License Apache-2.0

#machine-learning #distributed-training #python #ai

Open

apachecn/ailearning

AiLearning

AiLearning is a learning repository for data analysis, machine learning, and practical AI tasks.

Stars 42,351 Forks 11,540 Author apachecn Language Python License NOASSERTION

#machine-learning #python #education #data-analysis

Open

Lordog/dive-into-llms

Dive into LLMs

Dive into LLMs is a practical learning course on large language models.

Stars 41,475 Forks 5,037 Author Lordog Language Jupyter Notebook License Unknown

#llm #education #jupyter-notebook #machine-learning

Open

hpcaitech/ColossalAI

ColossalAI

ColossalAI is a platform for cheaper and faster training of large AI models.

Stars 41,410 Forks 4,507 Author hpcaitech Language Python License Apache-2.0

#machine-learning #distributed-training #python #ai

Open

zai-org/ChatGLM-6B

ChatGLM-6B

ChatGLM-6B is an open bilingual conversational language model.

Stars 41,034 Forks 5,136 Author zai-org Language Python License Apache-2.0

#llm #python #chatbot #machine-learning

Open

facebookresearch/faiss

Faiss

Faiss is Meta’s library for fast similarity search and clustering of dense vectors.

Stars 40,411 Forks 4,438 Author facebookresearch Language C++ License MIT

#vector-search #machine-learning #python #cpp

Open

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