ML Ops

Explore 799 open source projects in ML Ops

Showing 201-220 of 799 projects

locuslab/TCN

A library for sequence modeling benchmarks and temporal convolutional networks (TCN) in Python.

4.5K
Archived
Python
ML Ops
API Frameworks
Python
#sequence-modeling#temporal-convolutional-networks#benchmarking

salesforce/Merlion

A Python framework for building advanced time series forecasting and anomaly detection models.

4.5K
Archived
Python
ML Ops
Caching
#time-series#forecasting#anomaly-detection

Kyubyong/transformer

A TensorFlow implementation of the Transformer, a popular deep learning model for natural language processing tasks.

4.5K
Archived
Python
LLM Frameworks
API Frameworks
TensorFlow
#transformer#attention-mechanism#natural-language-processing

NVlabs/stylegan2-ada-pytorch

An official PyTorch implementation of StyleGAN2-ADA, a state-of-the-art generative adversarial network for realistic image synthesis.

4.5K
Archived
Python
Computer Vision
ML Ops
PyTorch
#generative-adversarial-network#image-synthesis#computer-vision

TingsongYu/PyTorch-Tutorial-2nd

A tutorial repository for learning PyTorch, covering computer vision, NLP, and deep learning model deployment.

4.4K
Archived
Jupyter Notebook
Computer Vision
LLM Frameworks
PyTorch
#pytorch#computer-vision#nlp

tensorflow/probability

Probabilistic reasoning and statistical analysis tools built on TensorFlow for data scientists and ML researchers.

4.4K
Active
Jupyter Notebook
ML Ops
Databases
TensorFlow
#bayesian-methods#deep-learning#machine-learning

zotroneneis/machine_learning_basics

A collection of basic machine learning algorithm implementations in Python for educational purposes.

4.4K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
#machine-learning#algorithm#python

DistrictDataLabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

4.4K
Experimental
Python
ML Ops
Data Visualization
Python
#machine-learning#model-selection#visual-analysis

649453932/Bert-Chinese-Text-Classification-Pytorch

A repository that uses BERT and ERNIE to perform Chinese text classification, useful for vibe coders working with AI.

4.4K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#chinese-text-classification#bert#ernie

wzhe06/Ad-papers

Collection of research papers on computational advertising techniques like CTR prediction and recommender systems.

4.4K
Archived
Python
ML Ops
API Frameworks
Python
#advertising#computational-advertising#ctr-prediction

janhuenermann/neurojs

A JavaScript library for deep learning and reinforcement learning, with applications in areas like self-driving cars.

4.4K
Archived
JavaScript
ML Ops
Backend Frameworks
JavaScript
#deep-learning#reinforcement-learning#neural-network

Azure/MachineLearningNotebooks

A collection of Python notebooks with machine learning and deep learning examples using the Azure ML SDK.

4.4K
Experimental
Jupyter Notebook
ML Ops
API Frameworks
Azure
#azure#machine-learning#deep-learning

openvinotoolkit/open_model_zoo

A collection of pre-trained deep learning models and demos optimized for high performance using the OpenVINO toolkit.

4.4K
Active
Python
Inference
ML Ops
PyTorch
#deep-learning#model-zoo#openvino

IDSIA/sacred

Sacred is a tool to help configure, organize, log, and reproduce experiments for machine learning research.

4.4K
Stable
Python
ML Ops
CLI Tools
Python
#machine-learning#reproducibility#experiments

facebookresearch/deit

The official DeiT repository for a PyTorch-based vision transformer model for image classification.

4.3K
Archived
Python
Vision AI
ML Ops
PyTorch
#computer-vision#machine-learning#deep-learning

openxla/xla

A machine learning compiler for GPUs, CPUs, and ML accelerators, useful for building AI-powered applications.

4.0K
Active
C++
ML Ops
API Frameworks
#machine-learning#compiler#gpu

FedML-AI/FedML

A unified and scalable ML library for large-scale distributed training, model serving, and federated learning.

4.0K
Stable
Python
ML Ops
Inference
React
#ai#machine-learning#federated-learning

Nixtla/neuralforecast

Scalable neural forecasting algorithms for time-series data, with support for various deep learning models.

4.0K
Active
Python
ML Ops
API Frameworks
PyTorch
#forecasting#time-series#deep-learning

quark0/darts

A differentiable architecture search library for convolutional and recurrent neural networks

4.0K
Archived
Python
Neural Architecture Search
API Frameworks
PyTorch
#automl#convolutional-networks#recurrent-networks

deepchecks/deepchecks

Deepchecks is an open-source solution for thorough testing of ML models and data from research to production.

4.0K
Stable
Python
ML Ops
Data Validation
Python
#machine-learning#data-validation#model-monitoring
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