Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: large-scale-machine-learning
natnew/Awesome-Data-Science
Carefully curated list of awesome data science resources.
Size: 3.44 MB - Last synced: about 10 hours ago - Pushed: 9 months ago - Stars: 65 - Forks: 10
EthicalML/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Size: 2.18 MB - Last synced: 1 day ago - Pushed: 6 days ago - Stars: 16,429 - Forks: 2,179
akashsonowal/interview-prep
Crack SWE (ML) / DS MAANG Interviews
Language: Python - Size: 1.01 MB - Last synced: 2 days ago - Pushed: 3 months ago - Stars: 4 - Forks: 0
terrytangyuan/distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Language: Python - Size: 2.04 MB - Last synced: 3 days ago - Pushed: 4 months ago - Stars: 330 - Forks: 33
asigalov61/Perceiver-Music-Transformer
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
Language: Python - Size: 968 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 88 - Forks: 8
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.
Size: 7.56 MB - Last synced: 21 days ago - Pushed: about 1 month ago - Stars: 18 - Forks: 2
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.
Language: Python - Size: 139 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
knagrecha/hydra
Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear speedups for multi-gpu multi-task execution.
Language: Python - Size: 98.4 MB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 19 - Forks: 3
anirudhb11/LEVER
Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
Language: Python - Size: 294 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
asigalov61/Euterpe
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
Language: Python - Size: 626 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 17 - Forks: 2
asigalov61/GIGA-Piano
[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music
Language: Python - Size: 889 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 12 - Forks: 3
alexrenz/AdaPM
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
Language: C++ - Size: 2.41 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 19 - Forks: 8
khushnood/DeepLearningJavaFromScratch
This project is for developing a deep neural networks and its variant from scratch. No external libraries are used except for GPU operations.
Language: Java - Size: 49 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 1
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.
Language: Python - Size: 471 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 178 - Forks: 58
ishugaepov/MLBD
Materials for "Machine Learning on Big Data" course
Language: Jupyter Notebook - Size: 88.6 MB - Last synced: 10 months ago - Pushed: 11 months ago - Stars: 20 - Forks: 59
nilesh2797/zestxml
This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning
Language: C++ - Size: 7.12 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 15 - Forks: 2
swghosh/FaceNet
Keras implementation of the renowned publication "FaceNet: A Unified Embedding for Face Recognition and Clustering" by Schroff et al.
Language: Python - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 2