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ML Ops

Explore 798 open source projects in ML Ops

Showing 1-20 of 798 projects

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

pytorch/pytorch

PyTorch is a Python library for tensor computation and deep learning with GPU acceleration.

98.0K
Active
Python
Inference
ML Ops
Python
#pytorch#deep-learning#gpu

netdata/netdata

Real-time infrastructure monitoring with AI-powered insights and zero configuration.

78.0K
Active
C
MCP Servers
Monitoring
#real-time#ai-powered#zero-config

tensorflow/models

TensorFlow Model Garden with SOTA implementations

77.7K
Active
Python
Computer Vision
ML Ops
TensorFlow
#tensorflow#models#machine-learning

twitter/the-algorithm

X's recommendation algorithm source code

72.8K
Stable
Scala
Agents & Orchestration
ML Ops
Scala
#recommendation-algorithm#machine-learning#scala

josephmisiti/awesome-machine-learning

Curated list of machine learning frameworks, libraries, and software

71.8K
Active
Python
ML Ops
Awesome Lists
#machine-learning#awesome-list#ai-frameworks

scikit-learn/scikit-learn

Python machine learning library for data analysis and statistics

65.3K
Active
Python
ML Ops
Python
#machine-learning#data-analysis#statistics

keras-team/keras

Keras 3 is a multi-backend deep learning framework for building and training models with support for JAX, TensorFlow, PyTorch, and OpenVINO.

63.9K
Active
Python
Computer Vision
ML Ops
TensorFlow
#deep-learning#machine-learning#neural-networks

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

microsoft/AI-For-Beginners

Beginner-friendly AI curriculum with 12 weeks, 24 lessons, covering TensorFlow, PyTorch, and AI ethics.

45.8K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
TensorFlow
#ai-education#beginner-ai#tensorflow

apachecn/ailearning

AI learning repository with tutorials and implementations for machine learning, deep learning, and data analysis

42.1K
Archived
Python
ML Ops
Python
#machine-learning#deep-learning#data-analysis

deepspeedai/DeepSpeed

DeepSpeed optimizes deep learning training and inference with distributed computing techniques.

41.7K
Active
Python
ML Ops
Inference
PyTorch
#deep-learning#distributed-training#inference-optimization

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

hpcaitech/ColossalAI

Colossal-AI optimizes large AI model training and inference with distributed computing and GPU acceleration.

41.4K
Active
Python
ML Ops
Inference
PyTorch
#ai-optimization#distributed-training#gpu-acceleration

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

BVLC/caffe

Caffe is a fast deep learning framework for vision and machine learning tasks.

34.8K
Archived
C++
Computer Vision
ML Ops
C++
#deep-learning#machine-learning#vision

tinygrad/tinygrad

tinygrad is a lightweight deep learning framework combining PyTorch-like ergonomics with compiler visibility and JIT execution.

31.5K
Active
Python
Inference
Computer Vision
PyTorch
#deep-learning#autograd#compiler

Lightning-AI/pytorch-lightning

PyTorch Lightning simplifies deep learning training and deployment at scale.

30.9K
Active
Python
ML Ops
Inference
PyTorch
#pytorch#deep-learning#ml-ops

ageron/handson-ml2

Hands-on Machine Learning with Python, Scikit-Learn, Keras, and TensorFlow 2.

29.9K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Scikit-Learn
#machine-learning#deep-learning#python

donnemartin/data-science-ipython-notebooks

Data science Python notebooks covering deep learning, machine learning, big data, and more.

28.9K
Archived
Python
Computer Vision
ML Ops
TensorFlow
#data-science#deep-learning#machine-learning
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