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Tencent/PocketFlow

An automatic model compression framework for developing smaller and faster AI applications.

2.9K
Archived
Python
Model Compression
Computer Vision
Python
#automl#model-compression#deep-learning

automl/Auto-PyTorch

Automated architecture search and hyperparameter optimization for PyTorch models.

2.5K
Archived
Python
AutoML
ML Ops
PyTorch
#automl#hyperparameter-optimization#deep-learning

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations.

2.4K
Stable
Scala
ML Ops
API Frameworks
Scala
#automl#personalization#ranking

D-X-Y/Awesome-AutoDL

A curated list of AutoDL resources and an in-depth analysis for developers interested in automated deep learning and neural architecture search.

2.3K
Archived
Python
AutoML
Tutorials & Courses
Python
#autodl#automl#deep-learning

neuralmagic/sparseml

SparseML provides a library for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models.

2.1K
Experimental
Python
Automated Machine Learning
TensorFlow
#sparsification#sparseml#neural networks

mit-han-lab/once-for-all

A library for training and deploying efficient AI models on edge devices and mobile apps.

1.9K
Archived
Python
Inference
ML Ops
PyTorch
#acceleration#automl#edge-ai

AutoViML/AutoViz

Automatically visualize any dataset, any size with a single line of code, built for vibe coders.

1.9K
Archived
Python
Visualization
Data Visualization
Python
#data-visualization#machine-learning#automated-ml

GoogleCloudPlatform/java-docs-samples

Java and Kotlin code samples for Google Cloud Platform services like AppEngine, AutoML, and Vision API.

1.9K
Active
Java
API Frameworks
Backend Frameworks
Java
#google-cloud#java#kotlin

minimaxir/automl-gs

A no-code AutoML tool that generates a working model from a CSV file and target field.

1.9K
Archived
Python
AutoML
CLI Tools
Python
#automl#machine-learning#data-science

microsoft/Cream

A collection of Microsoft's work on NAS and Vision Transformer for efficient AI models.

1.8K
Archived
Python
Computer Vision
ML Ops
Python
#automl#efficiency#knowledge-distillation

ScottfreeLLC/AlphaPy

A Python AutoML library for building trading systems and sports betting models.

1.7K
Stable
Python
ML Ops
API Frameworks
Python
#trading#sports-betting#backtesting

ClimbsRocks/auto_ml

Automated machine learning for analytics & production use cases powered by popular ML libraries.

1.7K
Archived
Python
ML Ops
ETL & Pipelines
scikit-learn
#automated-machine-learning#data-science#production-ready

datamllab/tods

An automated time-series outlier detection system built with Python for anomaly detection and autoML.

1.7K
Archived
Python
ML Ops
Time Series
#anomaly-detection#automl#time-series-analysis

kakaobrain/fast-autoaugment

Fast AutoAugment is an official PyTorch implementation for automatic data augmentation.

1.6K
Archived
Python
PyTorch
#augmentation#automated-machine-learning#deep-learning

Vespa314/chan.py

An open-source Python framework for implementing the Chanlun technical analysis methodology, supporting trading strategies and visualizations.

1.6K
Stable
Python
Stock Trading
Charting & Visualization
Python
#chanlun#stock-trading#technical-analysis

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

tobegit3hub/advisor

Open-source implementation of Google Vizier for hyper parameters tuning in machine learning models.

1.6K
Archived
Jupyter Notebook
Automl
Hyperparameters
Jupyter Notebook
#algorithm#automl#blackbox

AxeldeRomblay/MLBox

MLBox is a powerful automated machine learning Python library that simplifies and accelerates the machine learning workflow.

1.5K
Archived
Python
ML Ops
Databases
#auto-ml#automated-machine-learning#data-science

modelfoxdotdev/modelfox

ModelFox makes it easy to train, deploy, and monitor machine learning models.

1.5K
Archived
Rust
MLOps
CLI Tools
#machine-learning#mlops#automl

mit-han-lab/proxylessnas

An efficient neural architecture search (NAS) method that directly optimizes for the target task and hardware.

1.4K
Archived
C++
ML Ops
Build Tools
C++
#acceleration#automl#efficient-model

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