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dair-ai/ML-YouTube-Courses

A curated collection of the latest machine learning and AI courses on YouTube for developers.

17.1K
Archived
LLM Frameworks
#machine-learning#ai#youtube

screenpipe/screenpipe

An open-source tool for recording screens and microphones, designed for developers building with AI tools.

17.1K
Active
TypeScript
Agents & Orchestration
TypeScript
#screen-recording#microphone-recording#ai-tools

tensorflow/tensor2tensor

A library of deep learning models and datasets to make deep learning more accessible and accelerate ML research.

17.0K
Archived
Python
ML Ops
TensorFlow
#deep-learning#machine-learning#reinforcement-learning

dair-ai/ml-visuals

A collection of figures and templates for improving scientific writing with machine learning.

16.9K
Archived
ML Ops
React
#scientific-writing#machine-learning#data-visualization

ddbourgin/numpy-ml

A comprehensive machine learning library in Python with implementations of various algorithms and models.

16.3K
Archived
Python
ML Ops
#machine-learning#numpy#deep-learning

kubeflow/kubeflow

Kubeflow is a machine learning toolkit for building and deploying scalable ML pipelines on Kubernetes.

15.5K
Active
ML Ops
Kubernetes
#machine-learning#kubernetes#tensorflow

treeverse/dvc

dvc is a data versioning and ML experiments tool that helps developers manage and track data and model changes.

15.4K
Active
Python
ETL & Pipelines
Python
#data-versioning#machine-learning#reproducibility

tensorflow/tfjs-models

A collection of pre-trained machine learning models for TensorFlow.js, a library for running ML in the browser and on Node.js.

14.8K
Active
TypeScript
ML Ops
React
#tensorflow#machine-learning#models

horovod/horovod

Distributed training framework for deep learning models using popular ML libraries like TensorFlow, Keras, PyTorch, and MXNet.

14.7K
Stable
Python
ML Ops
PyTorch
#distributed-training#deep-learning#machine-learning

alibaba/MNN

A fast, lightweight deep learning framework used in Alibaba's business-critical use cases, supporting LLM and 3D avatar apps.

14.4K
Active
C++
LLM Frameworks
#deep-learning#machine-learning#llm

Unstructured-IO/unstructured

Unstructured is an open-source ETL solution for transforming complex documents into structured data for language models.

14.1K
Active
HTML
Document Processing
#document-processing#data-pipelines#natural-language-processing

visenger/awesome-mlops

A curated list of references for MLOps, the practice of managing and automating machine learning workflows.

13.8K
Archived
ML Ops
#machine-learning#devops#data-science

DataTalksClub/machine-learning-zoomcamp

This is a free 4-month course to learn machine learning engineering, covering deployment, Docker, FastAPI, and more.

12.7K
Stable
Jupyter Notebook
ML Ops
FastAPI
#machine-learning#deployment#docker

jacobgil/pytorch-grad-cam

Advanced AI Explainability library for computer vision models built with PyTorch.

12.7K
Experimental
Python
Computer Vision
PyTorch
#computer-vision#explainable-ai#grad-cam

apache/predictionio

PredictionIO is a machine learning server for developers and ML engineers, enabling building and deploying production-ready ML services.

12.5K
Archived
Scala
ML Ops
Scala
#big-data#machine-learning#predictive-analytics

facebookresearch/dinov2

PyTorch code and models for the DINOv2 self-supervised learning method, a useful tool for AI and ML developers.

12.5K
Stable
Jupyter Notebook
LLM Frameworks
PyTorch
#self-supervised-learning#computer-vision#mlops

dair-ai/ML-Papers-of-the-Week

A weekly curated list of top machine learning research papers, useful for vibe coders.

12.2K
Experimental
LLM Frameworks
#machine-learning#deep-learning#research-papers

ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

11.7K
Active
Python
LLM Frameworks
PyTorch
#llm#neural-network#machine-learning

nerfstudio-project/nerfstudio

A collaboration-friendly studio for building NeRF-based 3D reconstructions using PyTorch and other ML tools.

11.3K
Experimental
Python
Computer Vision
PyTorch
#3d-reconstruction#nerf#deep-learning

tensorzero/tensorzero

Open-source stack for industrial-grade LLM applications, including LLM gateway, observability, optimization, evaluation, and experimentation.

11.0K
Active
Rust
LLM Frameworks
Rust
#ai#large-language-models#llms
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