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satellite-image-deep-learning/techniques

A collection of techniques for deep learning with satellite and aerial imagery, including object detection and classification.

10.0K
Active
Computer Vision
PyTorch
#satellite-imagery#remote-sensing#object-detection

bigscience-workshop/petals

A distributed system for running large language models (LLMs) on personal devices, enabling faster fine-tuning and inference.

10.0K
Archived
Python
LLM Frameworks
PyTorch
#llm#distributed-computing#fine-tuning

Netflix/metaflow

Build, manage and deploy AI/ML systems with Metaflow

9.9K
Active
Python
Next.js
#metaflow#ai#ml

google-deepmind/sonnet

A TensorFlow-based neural network library for building AI models.

9.9K
Active
Python
LLM Frameworks
TensorFlow
#deep-learning#neural-networks#tensorflow

microsoft/computervision-recipes

A comprehensive repository for computer vision best practices, code samples, and documentation.

9.8K
Archived
Jupyter Notebook
Computer Vision
Jupyter Notebook
#computer-vision#azure#deep-learning

Visualize-ML/Book4_Power-of-Matrix

A Jupyter Notebook book that teaches linear algebra and machine learning concepts using the power of matrices.

9.8K
Stable
Jupyter Notebook
Mathematics
#linear-algebra#machine-learning#mathematics

alexeygrigorev/data-science-interviews

A repository of data science interview questions and answers for developers.

9.8K
Stable
HTML
Data Science
#data-science#machine-learning#interview-questions

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

pycaret/pycaret

An open-source, low-code machine learning library in Python for building and training machine learning models.

9.7K
Experimental
Jupyter Notebook
React
#machine learning#open-source#python

drivendataorg/cookiecutter-data-science

A flexible and standardized cookiecutter template for doing and sharing data science work in Python.

9.7K
Active
Python
ETL & Pipelines
Python
#data-science#machine-learning#cookiecutter

tflearn/tflearn

A high-level deep learning library for TensorFlow, enabling developers to build complex neural networks with ease.

9.6K
Archived
Python
ML Ops
TensorFlow
#deep-learning#machine-learning#neural-network

sktime/sktime

A unified framework for machine learning with time series in Python, focused on forecasting, anomaly detection, and more.

9.6K
Active
Python
Time Series Analysis
#time-series#forecasting#anomaly-detection

skypilot-org/skypilot

Easily run, manage, and scale AI workloads on any infrastructure using a unified platform.

9.5K
Active
Python
ML Ops
Python
#cloud-computing#cloud-management#cost-optimization

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple reinforcement learning tutorials in Python using TensorFlow for AI/ML developers.

9.4K
Archived
Python
Reinforcement Learning
TensorFlow
#reinforcement-learning#tensorflow#machine-learning

Oneflow-Inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

9.4K
Stable
C++
ML Ops
C++
#deep-learning#cuda#distributed

FMInference/FlexLLMGen

A Python library for running large language models on a single GPU for high-throughput scenarios.

9.4K
Archived
Python
LLM Frameworks
#large-language-models#high-throughput#gpu-optimization

gorse-io/gorse

An open-source recommender system engine that supports multimodal content via embedding for AI-focused developers.

9.4K
Active
Go
Recommender System
#recommender-system#collaborative-filtering#knn

dotnet/machinelearning

An open-source machine learning framework for .NET that enables developers to build AI-powered applications.

9.3K
Active
C#
ML Ops
dotnet
#machine-learning#dotnet#algorithms

GetStream/Winds

A beautiful open-source RSS and podcast app built with React, Express, and the GetStream.io platform.

9.3K
Archived
JavaScript
Component Libraries (React)
React
#rss#podcast#personalization

keras-team/autokeras

AutoKeras is an open-source AutoML library for deep learning that automates the model selection and hyperparameter tuning process.

9.3K
Stable
Python
AutoML
Keras
#deep-learning#neural-networks#automated-model-selection
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