ML Ops

Explore 799 open source projects in ML Ops

Showing 481-500 of 799 projects

autonomio/talos

Hyperparameter optimization library for TensorFlow and Keras, focused on AI/ML model development.

1.6K
Archived
Python
ML Ops
CLI Tools
TensorFlow
#hyperparameter-optimization#deep-learning#model-development

intelligent-machine-learning/dlrover

DLRover is an automatic distributed deep learning system for training large-scale AI models on Kubernetes.

1.6K
Active
Python
ML Ops
Containerization
Python
#distributed-training#kubernetes#large-scale-ai

mhamilton723/FeatUp

A model-agnostic framework for extracting features from machine learning models at any resolution.

1.6K
Archived
Jupyter Notebook
LLM Frameworks
ML Ops
Jupyter Notebook
#machine-learning#model-interpretation#feature-extraction

facebookresearch/pytorch_GAN_zoo

A collection of GAN implementations in PyTorch, including progressive growing of GANs.

1.6K
Archived
Python
Computer Vision
ML Ops
PyTorch
#generative-adversarial-networks#computer-vision#machine-learning

Xtra-Computing/thundersvm

A fast and scalable SVM library for classification and regression tasks on GPUs and CPUs.

1.6K
Archived
C++
ML Ops
API Frameworks
#classification#regression#gpu

cdipaolo/goml

On-line Machine Learning library in Go for building AI-powered applications.

1.6K
Archived
Go
ML Ops
API Frameworks
#machine-learning#api#data-processing

jakobrunge/tigramite

Tigramite is a Python library for causal inference and time series analysis with a focus on time series data.

1.6K
Active
Jupyter Notebook
ML Ops
Databases
#causal-inference#time-series#data-analysis

calebwin/emu

A GPGPU library for Rust that enables write-once-run-anywhere GPU acceleration.

1.6K
Archived
Rust
API Frameworks
CLI Tools
#gpu#gpu-acceleration#gpu-programming

PaddlePaddle/PaddleSlim

PaddleSlim is an open-source library for deep model compression and architecture search.

1.6K
Active
Python
Inference
ML Ops
PyTorch
#compression#architecture-search#model-optimization

divamgupta/stable-diffusion-tensorflow

A TensorFlow/Keras implementation of the Stable Diffusion AI model for text-to-image generation.

1.6K
Archived
Python
Computer Vision
Inference
TensorFlow
#stable-diffusion#text-to-image#computer-vision

SciML/ModelingToolkit.jl

A Julia framework for acausal modeling, symbolic math, and parallelized scientific machine learning.

1.6K
Active
Julia
ML Ops
API Frameworks
#acausal-modeling#symbolic-math#parallelized-sciml

google-research/circuit_training

A library for training AI models on circuit designs, likely useful for vibe coders working on AI-powered hardware.

1.6K
Experimental
Python
ML Ops
Embedded
Python
#machine-learning#hardware#embedded-systems

facebookresearch/DomainBed

DomainBed is a suite to test domain generalization algorithms for machine learning models.

1.6K
Stable
Python
ML Ops
Testing
PyTorch
#machine-learning#domain-generalization#model-evaluation

ogrisel/parallel_ml_tutorial

A tutorial on using scikit-learn and IPython for parallel machine learning tasks.

1.6K
Archived
Jupyter Notebook
ML Ops
Backend Frameworks
Python
#machine-learning#parallel-computing#scikit-learn

qingsongedu/awesome-AI-for-time-series-papers

A curated list of papers, tutorials, and surveys on AI for time series analysis and forecasting.

1.6K
Archived
ML Ops
Tutorials & Courses
#time-series#forecasting#anomaly-detection

yoshitomo-matsubara/torchdistill

A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.

1.6K
Stable
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#natural-language-processing

patrickloeber/MLfromscratch

Open-source implementations of machine learning algorithms from scratch in Python.

1.6K
Archived
Python
ML Ops
Tutorials & Courses
Python
#machine-learning#algorithms#open-source

PaddlePaddle/PGL

An efficient and flexible graph learning framework based on PaddlePaddle, with support for heterogeneous graphs and meta-path learning.

1.6K
Archived
Python
Graph Neural Network
Graph Databases
PaddlePaddle
#graph-learning#heterogeneous-graph#meta-path

D-X-Y/AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch for AI-driven developers.

1.6K
Archived
Python
ML Ops
Computer Vision
PyTorch
#autodl#automl#nas

carpedm20/deep-rl-tensorflow

A TensorFlow implementation of Deep Reinforcement Learning algorithms and papers.

1.6K
Archived
Python
ML Ops
CLI Tools
TensorFlow
#deep-reinforcement-learning#dqn#tensorflow
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