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meltano/meltano

Meltano is a declarative, code-first data integration engine for building and scaling data and ML-powered products.

2.4K
Active
Python
ETL & Pipelines
API Frameworks
Python
#data-integration#data-pipelines#etl

Efficient-ML/Awesome-Model-Quantization

A comprehensive collection of resources for model quantization research and optimization.

2.3K
Active
Model Optimization
Documentation
#model-quantization#deep-learning#efficient-deep-learning

apple/axlearn

An extensible deep learning library that leverages JAX for high-performance ML research and production use cases.

2.3K
Active
Python
LLM Frameworks
CLI Tools
React
#deep-learning#jax#python

fairlearn/fairlearn

A Python library to assess and improve fairness of machine learning models.

2.2K
Active
Python
Fairness, Harms, & Unfairness Mitigation
#ai#fairness#fairness-assessment

RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

2.2K
Active
PHP
ML Ops
API Frameworks
#machine-learning#deep-learning#analytics

tensorflow/tfx

TFX is an end-to-end platform for deploying production ML pipelines.

2.2K
Active
Python
ML Ops
API Frameworks
TensorFlow
#machine-learning#tensorflow#apache-beam

bangoc123/learn-machine-learning-in-two-months

This GitHub repository is a comprehensive tutorial for learning machine learning in just two months, featuring Jupyter Notebooks and covering essential ML concepts.

2.1K
Archived
Jupyter Notebook
Machine Learning Tutorials
Tutorials & Courses
#machine-learning#jupyter-notebooks#python-tutorials

pykeio/ort

A fast and efficient ONNX model inference and training library for Rust developers working with AI.

2.0K
Active
Rust
Inference
Fine-tuning
Rust
#onnx#machine-learning#inference

0xemmkty/QuantMuse

Quantitative trading system with ML analysis, real-time data processing, and risk management

2.0K
Experimental
Python
ML Ops
ETL & Pipelines
Python
#quantitative-trading#algorithmic-trading#machine-learning

divelab/DIG

A Python library for graph deep learning research, focused on 3D graphs, explainable ML, and self-supervised learning.

2.0K
Archived
Python
Graph Neural Network
Graph Databases
Python
#graph-deep-learning#explainable-ml#3d-graph

apple/ml-fastvit

Official implementation of the FastViT research paper, a fast hybrid vision transformer for AI/ML applications.

2.0K
Archived
Python
Computer Vision
ML Ops
Python
#vision-transformer#deep-learning#computer-vision

AstraZeneca/awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

2.0K
Archived
Graph Algorithms
Vector Databases
#explainable-ai#explainable-ml#graph

robertsdionne/neural-network-papers

A curated list of papers related to neural networks and machine learning, useful for AI and ML developers.

2.0K
Archived
JavaScript
LLM Frameworks
Tutorials & Courses
Node
#machine-learning#neural-networks#papers

Farama-Foundation/ViZDoom

A reinforcement learning environment based on the classic FPS game Doom, useful for AI and ML research.

2.0K
Active
C++
Reinforcement Learning
Game Engines
Python
#reinforcement-learning#ai-research#doom

Azure/azureml-examples

Official Azure Machine Learning examples, tested with GitHub Actions, for data science and ML projects.

2.0K
Active
Jupyter Notebook
ML Ops
API Frameworks
Azure
#azure#azure-machine-learning#data-science

apple/ml-hypersim

A photorealistic synthetic dataset for holistic indoor scene understanding using machine learning.

2.0K
Active
Python
Computer Vision
#computer-vision#machine-learning#dataset

featureform/featureform

The Virtual Feature Store that turns existing data infrastructure into a feature store for machine learning.

2.0K
Experimental
Go
Feature Engineering
Vector Databases
Go
#data-quality#data-science#embeddings

apple/ml-cvnets

A computer vision library for training and deploying deep learning models, with support for popular datasets and tasks.

2.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#deep-learning#image-classification

patterns-ai-core/langchainrb

A Ruby library that provides a powerful set of tools for building LLM-powered applications.

2.0K
Stable
Ruby
LLM Wrappers & SDKs
API Frameworks
#llm#machine-learning#ai-agents

endymecy/spark-ml-source-analysis

An open-source project that provides in-depth analysis of the source code and algorithms behind Spark's ML library.

2.0K
Archived
ML Ops
API Frameworks
#spark#machine-learning#source-code-analysis
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