ML Ops

Explore 799 open source projects in ML Ops

Showing 621-640 of 799 projects

Replicable-MARL/MARLlib

Replicable multi-agent reinforcement learning library with support for PyTorch, Ray, and RLlib.

1.3K
Archived
Python
Agents & Orchestration
ML Ops
PyTorch
#multi-agent-reinforcement-learning#deep-learning#research

TRI-ML/packnet-sfm

A PyTorch library for monocular depth estimation using deep learning techniques.

1.3K
Archived
Python
Computer Vision
ML Ops
PyTorch
#depth-estimation#computer-vision#pytorch

DeepGraphLearning/graphvite

A high-performance graph embedding system that supports CUDA and can be used for machine learning and knowledge graph applications.

1.3K
Archived
C++
ML Ops
Graph Databases
#graph-embedding#cuda#machine-learning

tensorflow/model-analysis

This is a set of model analysis tools for TensorFlow, enabling developers to evaluate and optimize their machine learning models.

1.3K
Stable
Python
ML Ops
#tensorflow#model-evaluation#model-analysis

AtheMathmo/rusty-machine

A machine learning library for the Rust programming language.

1.3K
Archived
Rust
ML Ops
API Frameworks
Rust
#machine-learning#rust#data-science

hollance/Forge

Forge is a neural network toolkit for Metal, enabling efficient deep learning on iOS devices.

1.3K
Archived
Swift
ML Ops
iOS
Swift
#deep-learning#neural-network#metal

amaiya/ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

1.3K
Experimental
Jupyter Notebook
ML Ops
Computer Vision
TensorFlow
#deep-learning#machine-learning#computer-vision

BICLab/SpikingBrain-7B

Spiking Brain-inspired Large Models with efficient attention, MoE, and spike encoding for AI and ML developers.

1.3K
Stable
Python
LLM Frameworks
ML Ops
Python
#ai#machine-learning#llm

MilaNLProc/contextualized-topic-models

A Python package to run contextualized topic modeling, combining BERT embeddings and topic models.

1.3K
Experimental
Python
LLM Frameworks
ML Ops
Python
#bert#embeddings#topic-modeling

reiinakano/xcessiv

A Python library for automated hyperparameter tuning and ensemble learning using scikit-learn.

1.3K
Archived
Python
ML Ops
Machine Learning
scikit-learn
#automated-machine-learning#ensemble-learning#hyperparameter-optimization

TheEconomist/us-potus-model

This is a dynamic multilevel Bayesian model for predicting US presidential elections, written in R and Stan.

1.3K
Archived
HTML
ML Ops
API Frameworks
#election-prediction#bayesian-model#r-programming

yahoo/CaffeOnSpark

Distributed deep learning on Hadoop and Spark clusters for vibe coders.

1.3K
Archived
Jupyter Notebook
ML Ops
API Frameworks
#deep-learning#distributed-computing#hadoop

bytedance/flux

A fast communication-overlapping library for tensor/expert parallelism on GPUs, useful for AI/ML applications.

1.3K
Stable
C++
ML Ops
API Frameworks
#cuda#cutlass#gpu

AIoT-MLSys-Lab/Efficient-LLMs-Survey

A comprehensive survey of efficient large language models for AI and machine learning systems.

1.3K
Experimental
LLM Frameworks
ML Ops
#efficient-deep-learning#generative-ai#large-language-models

WillKoehrsen/machine-learning-project-walkthrough

A machine learning project walkthrough in Python demonstrating the end-to-end ML pipeline on a real-world dataset.

1.3K
Archived
Jupyter Notebook
ML Ops
#machine-learning#data-science#jupyter-notebook

aws-solutions-library-samples/guidance-for-training-an-aws-deepracer-model-using-amazon-sagemaker

Guidance for training an AWS DeepRacer model using Amazon SageMaker, providing developers full control over the process.

1.3K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Jupyter Notebook
#aws-deepracer#amazon-sagemaker#model-training

The-AI-Summer/Deep-Learning-In-Production

This repository provides hands-on examples and guidance for building, training, deploying and maintaining deep learning models in production.

1.2K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Python
#deep-learning#machine-learning#production

tf-encrypted/tf-encrypted

A framework for encrypted machine learning in TensorFlow, enabling confidential computing and privacy-preserving AI.

1.2K
Archived
Python
ML Ops
Privacy Tools
TensorFlow
#confidential-computing#cryptography#privacy-preserving

kjw0612/awesome-random-forest

A curated list of resources for the random forest machine learning algorithm.

1.2K
Archived
ML Ops
Machine Learning
#machine-learning#random-forest#data-science

BR-IDL/PaddleViT

PaddleViT is a state-of-the-art Visual Transformer and MLP model library for the PaddlePaddle 2.0+ deep learning framework.

1.2K
Archived
Python
Computer Vision
ML Ops
PaddlePaddle
#computer-vision#deep-learning#transformer
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