large-scale-machine-learning

There are 21 repositories under large-scale-machine-learning topic.

  • EthicalML/awesome-production-machine-learning

    A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

    18.1k414792.3k
  • distributed-ml-patterns

    terrytangyuan/distributed-ml-patterns

    Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

    Language:Python41113537

  • openpsi-project/ReaLHF

    Super-Efficient RLHF Training of LLMs with Parameter Reallocation

    Language:Python21642112
  • DeepFace

    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:Python195161061

  • natnew/Awesome-Data-Science

    Carefully curated list of awesome data science resources.

    1295020
  • Perceiver-Music-Transformer

    asigalov61/Perceiver-Music-Transformer

    SOTA Google's Perceiver-AR Music Transformer Implementation and Model

    Language:Python95759

  • nilesh2797/zestxml

    This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning

    Language:C++22241

  • 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.

    21203

  • ishugaepov/MLBD

    Materials for "Machine Learning on Big Data" course

    Language:Jupyter Notebook211060

  • 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:Python20223

  • alexrenz/AdaPM

    A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training

    Language:C++19418
  • Euterpe

    asigalov61/Euterpe

    [DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs

    Language:Python17302
  • GIGA-Piano

    asigalov61/GIGA-Piano

    [DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music

    Language:Python13213

  • swghosh/FaceNet

    Keras implementation of the renowned publication "FaceNet: A Unified Embedding for Face Recognition and Clustering" by Schroff et al.

    Language:Python6422

  • akashsonowal/interview-prep

    Crack SWE (ML) / DS MAANG Interviews

    Language:Python4200

  • anirudhb11/LEVER

    Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

    Language:Python3200

  • 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:Java2201

  • 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. 🌟🎇🌠🌌

    2

  • importrayhan/Exam-Result-with-Deep-Learning

    Our full length research is finally acknowledged through double-blind review procedure.

    1100

  • hvpachisia/chicago-crime-large-scale

    Analyzing crime in Chicago using large scale computing methods

    Language:Jupyter Notebook0100

  • 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:Python30