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microsoft/tensorwatch

A powerful debugging, monitoring and visualization tool for Python Machine Learning and Data Science workflows.

3.5K
Stable
Jupyter Notebook
ML Ops
Debugging
Jupyter Notebook
#debugging#monitoring#visualization

dair-ai/ML-Notebooks

A collection of Jupyter Notebooks providing tutorials and examples for machine learning and deep learning using Python and PyTorch.

3.4K
Archived
Jupyter Notebook
LLM Frameworks
ML Ops
PyTorch
#machine-learning#deep-learning#tutorials

girafe-ai/ml-course

An open machine learning course that covers a wide range of topics including computer vision, natural language processing, and reinforcement learning.

3.4K
Active
Jupyter Notebook
Computer Vision
Natural Language Processing
Jupyter Notebook
#machine-learning#deep-learning#computer-vision

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K
Active
Python
Explainable AI
ML Ops
Python
#algorithm#automl#data-science

iusztinpaul/hands-on-llms

An open-source project that helps developers learn about large language models (LLMs), LLM operations, and vector databases for building real-time financial AI assistants.

3.4K
Archived
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#llms#llmops#vector-db

Lagrange-Labs/deep-prove

A Rust framework for blazingly fast inference of ML models using zero-knowledge proofs.

3.3K
Active
Rust
Inference
API Frameworks
#ai#ml#zk-snarks

xenova/whisper-web

A TypeScript-powered web app that brings ML-powered speech recognition to the browser using the Whisper AI model.

3.3K
Archived
TypeScript
AI Voice & Speech
Frontend Frameworks
React
#speech-recognition#ai-models#browser-based

determined-ai/determined

Determined is an open-source machine learning platform for distributed training, hyperparameter tuning, and resource management.

3.2K
Experimental
Go
PyTorch
#machine-learning#open-source#distributed-training

Visualize-ML/Book7_Visualizations-for-Machine-Learning

A Jupyter Notebook repository that provides visualizations and explanations for machine learning concepts and algorithms.

3.2K
Stable
Jupyter Notebook
Machine Learning Algorithms
Books & Guides
#machine-learning#data-science#visualization

thu-ml/SageAttention

Quantized attention that achieves 2-5x speedup over FlashAttention for language, image, and video models.

3.2K
Active
Cuda
Inference
Quantization
PyTorch
#attention#efficient-attention#inference-acceleration

aadi1011/AI-ML-Roadmap-from-scratch

Comprehensive roadmap to become skilled in AI, ML, data science, and more from scratch.

3.2K
Experimental
Learning & Education
Tutorials & Courses
#ai#machine-learning#data-science

patrickloeber/ml-study-plan

A comprehensive machine learning study plan for developers to learn and master ML concepts and tools.

3.2K
Archived
Learning & Education
React
#machine-learning#study-plan#education

tomgoldstein/loss-landscape

Code for visualizing the loss landscape of neural networks, a powerful tool for AI and ML researchers.

3.2K
Archived
Python
LLM Frameworks
ML Ops
Python
#machine-learning#neural-networks#visualization

MAIF/shapash

Shapash is a library that provides user-friendly explainability and interpretability for machine learning models.

3.1K
Active
Jupyter Notebook
Explainability
Documentation
Python
#explainability#interpretability#machine-learning

timerring/bilive

A fast and versatile tool for recording, slicing, and rendering Bilibili live streams with integrated ML models.

3.1K
Active
Python
Computer Vision
Backend Frameworks
Python
#bilibili#live-recording#computer-vision

ml-tooling/opyrator

Converts machine learning code into microservices with web API and GUI.

3.1K
Active
Python
AI Code Generation
FastAPI
#machine-learning#microservices#web-api

docarray/docarray

A Python library for representing, sending, storing, and searching multimodal data in AI and ML applications.

3.1K
Active
Python
LLM Frameworks
Vector Databases
PyTorch
#cross-modal#multimodal#neural-search

bfortuner/ml-glossary

A comprehensive machine learning glossary and cheatsheet for data scientists and AI developers.

3.1K
Archived
Python
Cheatsheets
Tutorials & Courses
Python
#machine-learning#deep-learning#data-science

aksnzhy/xlearn

High-performance machine learning package for Python and CLI interface

3.1K
Archived
C++
C++
#machine-learning#factorization-machines#ffm

GoogleCloudPlatform/professional-services

A collection of common solutions and tools developed by Google Cloud's Professional Services team

3.0K
Active
Python
BaaS Platforms
Databases
Google Cloud
#google-cloud#bigquery#gke
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