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Visualize-ML/Book1_Python-For-Beginners

This is a book on Python for beginners, covering topics from basic programming to machine learning.

6.8K
Stable
Jupyter Notebook
Books & Guides
Machine Learning
#python#beginner#machine-learning

Angel-ML/angel

A flexible and powerful parameter server for large-scale machine learning models and distributed training.

6.8K
Stable
Java
ML Ops
API Frameworks
Scala
#machine-learning#distributed-training#parameter-server

flyteorg/flyte

A flexible workflow orchestration platform that seamlessly integrates data, ML, and analytics stacks.

6.8K
Active
Go
ML Ops
API Frameworks
Go
#workflow-orchestration#data-integration#machine-learning

feast-dev/feast

An open-source feature store for AI/ML applications

6.8K
Active
Python
React
#feature-store#open-source#AI/ML

postgresml/postgresml

Postgres-based database with GPU acceleration for machine learning and AI applications.

6.7K
Experimental
Rust
Vector Databases
Databases
#ai#machine-learning#database

EricLBuehler/mistral.rs

A Rust library for blazingly fast LLM inference, useful for AI coding and ML applications.

6.7K
Active
Rust
LLM Frameworks
AI Code Generation
Rust
#llm#inference#rust

microsoft/nlp-recipes

A comprehensive collection of best practices and examples for natural language processing (NLP) using Python.

6.4K
Archived
Python
LLM Frameworks
API Frameworks
Python
#natural-language-processing#deep-learning#machine-learning

cleverhans-lab/cleverhans

An adversarial example library for building attacks, defenses, and benchmarking ML security

6.4K
Archived
Jupyter Notebook
ML Ops
API Frameworks
Jupyter Notebook
#machine-learning#security#benchmarking

dair-ai/ML-Course-Notes

A repository of machine learning course and lecture notes for developers interested in AI and data science.

6.4K
Archived
LLM Frameworks
Tutorials & Courses
#machine-learning#data-science#deep-learning

NeoVertex1/SuperPrompt

SuperPrompt is an open-source project that aims to engineer prompts to understand AI agents better.

6.4K
Stable
LLM Wrappers & SDKs
CLI Tools
#prompt-engineering#ai#machine-learning

tensorflow/serving

A flexible, high-performance serving system for deploying and managing machine learning models.

6.3K
Stable
C++
ML Ops
API Frameworks
TensorFlow
#machine-learning#model-serving#tensorflow

aimhubio/aim

Aim is an open-source experiment tracker that makes it easy to track and visualize machine learning experiments.

6.0K
Active
Python
ML Ops
CLI Tools
PyTorch
#experiment-tracking#metadata-tracking#visualization

dair-ai/Mathematics-for-ML

A comprehensive collection of resources to learn the essential mathematics for machine learning.

5.8K
Archived
Machine Learning
Tutorials & Courses
#mathematics#machine-learning#deep-learning

online-ml/river

A Python library for online machine learning, enabling incremental and real-time learning on data streams.

5.7K
Active
Python
ML Ops
Streaming
Python
#concept-drift#incremental-learning#online-learning

zhaochenyang20/Awesome-ML-SYS-Tutorial

A tutorial for learning ML SYS with Python

5.6K
Active
Python
React
#machine-learning#python-tutorial#ai-education

meta-pytorch/captum

Captum is a PyTorch library for model interpretability and understanding, providing feature attribution and importance tools.

5.6K
Active
Python
Interpretable AI
PyTorch
#feature-attribution#feature-importance#interpretability

dibgerge/ml-coursera-python-assignments

Python assignments for the machine learning class by Andrew Ng on Coursera with complete submission capability.

5.6K
Archived
Jupyter Notebook
Tutorials & Courses
#machine-learning#coursera#python-assignments

mosaicml/composer

A powerful library for training machine learning models efficiently on PyTorch.

5.5K
Stable
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#machine-learning#ml-efficiency

flashlight/flashlight

A C++ standalone library for machine learning and autograd

5.4K
Active
C++
LLM Frameworks
C++
#machine-learning#autograd#c++

apple/ml-depth-pro

A Python library for fast, accurate monocular depth estimation using machine learning.

5.3K
Experimental
Python
Computer Vision
API Frameworks
Python
#depth-estimation#monocular#computer-vision
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