Projects in Awesome Lists tagged with large-scale-machine-learning
A curated list of projects in awesome lists tagged with large-scale-machine-learning .
https://github.com/terrytangyuan/distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
argo argo-workflows book cloud-computing cloud-native data-science devops distributed-machine-learning distributed-systems kubeflow kubernetes large-scale-machine-learning machine-learning machine-learning-pipelines manning-publications mlops python tensorflow
Last synced: 16 May 2025
https://github.com/swghosh/deepface
Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
cloud-tpu cnn deepface face-recognition facebook large-scale-machine-learning vggface2-dataset
Last synced: 20 Aug 2025
https://github.com/asigalov61/Perceiver-Music-Transformer
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
artificial-intelligence google large-scale-machine-learning midi multi-instrumental music-ai music-composition music-generation music-generation-deep-learning music-transformer perceiver-ar piano-transformer sota text-to-music
Last synced: 14 Jul 2025
https://github.com/astorfi/large-scale-ai-blueprint
A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.
deep-learning large-language-models large-scale large-scale-ai large-scale-machine-learning llms machinel-learning production-ml
Last synced: 09 Feb 2026
https://github.com/astorfi/Large-Scale-AI-Blueprint
A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.
deep-learning large-language-models large-scale large-scale-ai large-scale-machine-learning llms machinel-learning production-ml
Last synced: 13 Jul 2025
https://github.com/asigalov61/Euterpe
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
euterpe euterpea large-scale large-scale-machine-learning midi multi-instrumental muse music music-ai music-ai-architectures music-composition music-generation music-transformer sota
Last synced: 11 Jan 2026
https://github.com/asigalov61/GIGA-Piano
[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music
artificial-intelligence large-scale-machine-learning midi midi-music music-ai music-ai-architectures music-composer music-composition music-generation music-transformer piano piano-transformer symbolic-music symbolic-music-data
Last synced: 11 Jan 2026
https://github.com/swghosh/facenet
Keras implementation of the renowned publication "FaceNet: A Unified Embedding for Face Recognition and Clustering" by Schroff et al.
face-recognition face-verification facenet google googlenet keras-tensorflow large-scale-machine-learning triplet-loss
Last synced: 11 Apr 2025
https://github.com/akashsonowal/interview-prep
Crack SWE (ML) / DS MAANG Interviews
algorithms data-structures distributed-systems jax large-scale-machine-learning ml-engineering mlops python pytorch tensorflow
Last synced: 03 Apr 2026
https://github.com/shaheennabi/machine-learning-the-untold-system-design
Focused on overlooked system design principles crucial for large-scale AI applications. This repository explores architecture, infrastructure, and integration, helping developers build scalable, efficient AI systems for real-world demands. It highlights key innovations and their impact on AI system design.
ai-design architecture design-principle infrastructure large-scale-machine-learning scalable-applications system-design
Last synced: 17 Feb 2026
https://github.com/ahsan-83/machine-learning-stanford-online
Machine Learning Specialization course offered by Stanford Online on Coursera
anomaly-detection classification clustering cost-function gradient-descent large-scale-machine-learning linear-algebra linear-regression logistic-regression machine-learning-algorithms neural-networks pca-analysis photo-ocr recommender-systems regularization supervised-learning support-vector-machines unsupervised-learning
Last synced: 17 Feb 2026
https://github.com/rajeshthallam/fastertransformer-converter
This repository is a code sample to serve Large Language Models (LLM) on a Google Kubernetes Engine (GKE) cluster with GPUs running NVIDIA Triton Inference Server with FasterTransformer backend.
fastertransformer gke googlecloudplatform inference large-scale-machine-learning llm triton-inference-server
Last synced: 19 May 2026
