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wandb/wandb

The AI developer platform to train and fine-tune models, and manage models from experimentation to production.

10.9K
Active
Python
ML Ops
PyTorch
#ai#machine-learning#model-versioning

google/dopamine

A research framework for fast prototyping of reinforcement learning algorithms.

10.8K
Archived
Jupyter Notebook
RL
TensorFlow
#reinforcement-learning#machine-learning#research

twitter/the-algorithm-ml

Source code for Twitter's recommendation algorithm, written in Python.

10.5K
Archived
Python
LLM Frameworks
Python
#machine-learning#recommendation-systems#twitter

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library for vibe coders building AI-powered applications.

10.3K
Stable
Python
RL Frameworks
PyTorch
#reinforcement-learning#deep-learning#ai-tools

chiphuyen/machine-learning-systems-design

A booklet on machine learning systems design with exercises for developers interested in MLOps and production ML.

10.1K
Archived
HTML
MLOps
#machine-learning#systems-design#mlops

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes ML pipelines using genetic programming.

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

Netflix/metaflow

Build, manage and deploy AI/ML systems with Metaflow

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

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

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

upgundecha/howtheysre

A curated collection of resources on how organizations practice Site Reliability Engineering (SRE)

9.7K
Stable
JavaScript
Monitoring
#site-reliability-engineering#devops#observability

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

sjwhitworth/golearn

golearn is a Go library for machine learning, providing a simple and extensible API for building ML models.

9.4K
Archived
Go
ML Ops
#machine-learning#go#api

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

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

Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies

A curated collection of 300+ case studies from 80+ companies, detailing practical ML system design insights.

9.3K
Stable
ML Ops
Tutorials & Courses
#machine-learning#system-design#case-studies

replicate/cog

A set of containers for running machine learning models and applications on various ML frameworks.

9.3K
Active
Go
ML Ops
Docker
#machine-learning#deep-learning#containers

Stability-AI/StableStudio

Community interface for generative AI

9.1K
Archived
TypeScript
Next.js
#authentication#streaming#real-time

activeloopai/deeplake

Versatile database for AI, supporting storage, querying, versioning, and visualization of any AI data.

9.0K
Active
C++
LLM Frameworks
Vector Databases
PyTorch
#ai#data-storage#vector-database

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials for data scientists and ML engineers.

8.8K
Stable
Python
Machine Learning
Data Science
Python
#data-science#machine-learning#deep-learning
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