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tensorflow/tensorflow

TensorFlow is an open-source machine learning framework for building and deploying ML models.

194.0K
Active
C++
ML Ops
Inference
Python
#tensorflow#machine-learning#deep-learning

huggingface/transformers

Model framework for state-of-the-art ML models in text, vision, audio, and multimodal tasks.

157.4K
Active
Python
LLM Frameworks
Agents & Orchestration
PyTorch
#transformers#huggingface#deep-learning

microsoft/ML-For-Beginners

Beginner-friendly machine learning course with 12 weeks, 26 lessons, and 52 quizzes

84.1K
Active
Jupyter Notebook
Tutorials & Courses
#machine-learning#data-science#education

fighting41love/funNLP

Comprehensive Chinese NLP resource collection for developers

79.2K
Archived
Python
LLM Frameworks
RAG & Vector
Python
#nlp#chinese-nlp#ai-resources

Asabeneh/30-Days-Of-Python

Comprehensive Python learning guide with 30 days of structured lessons and exercises

59.0K
Active
Python
Tutorials & Courses
Python
#python#tutorial#beginners

ultralytics/yolov5

YOLOv5 is a state-of-the-art computer vision model for object detection, segmentation, and classification.

56.9K
Active
Python
Computer Vision
PyTorch
#object-detection#image-segmentation#image-classification

Avik-Jain/100-Days-Of-ML-Code

100-day ML coding challenge with implementations and tutorials

49.8K
Archived
Tutorials & Courses
#machine-learning#tutorials#100-days-of-code

GokuMohandas/Made-With-ML

Learn to build production-grade ML applications with code and best practices

46.6K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Jupyter Notebook
#machine-learning#mlops#data-science

ray-project/ray

Ray is a unified framework for scaling AI and Python applications with distributed computing and ML libraries.

41.6K
Active
Python
ML Ops
Containerization
Python
#distributed-computing#ml-ops#ai-framework

microsoft/qlib

AI-powered quantitative investment platform for finance and trading

38.2K
Active
Python
Inference
SaaS Boilerplates
Python
#quantitative-investment#algorithmic-trading#machine-learning

fengdu78/Coursera-ML-AndrewNg-Notes

Andrew Ng's ML course Chinese notes with code and explanations

36.4K
Stable
HTML
Tutorials & Courses
#machine-learning#coursera#notes

jax-ml/jax

JAX is a high-performance numerical computing library for Python, enabling transformations like differentiation and JIT compilation for GPUs/TPUs.

35.0K
Active
Python
ML Ops
Build Tools
Python
#jax#numerical-computing#automatic-differentiation

google-ai-edge/mediapipe

Cross-platform ML framework for real-time media processing

34.0K
Active
C++
Inference
Computer Vision
MediaPipe
#ml-framework#real-time-processing#android

lutzroeder/netron

Visualize neural network, deep learning, and machine learning models

32.5K
Active
JavaScript
Computer Vision
#ai-visualization#neural-networks#ml-models

eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

eugeneyan/applied-ml

Curated resources for data science and machine learning in production

28.7K
Archived
ML Ops
Awesome Lists
#machine-learning#data-science#ml-ops

ageron/handson-ml

Deprecated ML book repo with Jupyter notebooks for learning fundamentals

25.8K
Archived
Jupyter Notebook
Books & Guides
Inference
Jupyter Notebook
#machine-learning#deep-learning#scikit-learn

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

25.1K
Active
Jupyter Notebook
ML Ops
#explainability#machine-learning#shapley-values

mlflow/mlflow

MLflow is an open-source platform for building, tracking, and deploying AI/ML models with end-to-end observability and evaluation tools.

24.6K
Active
Python
ML Ops
Agent Coordination
LangChain
#mlflow#ai-models#experiment-tracking

microsoft/JARVIS

JARVIS connects LLMs with ML community for task automation and research.

24.6K
Experimental
Python
Agents & Orchestration
AI Tool Connectors
PyTorch
#llm-agents#ml-orchestration#task-automation
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