Alternatives and similar repositories for ML-Systems

Users that are interested in ML-Systems are comparing it to the libraries listed below

• tmulc18 / DistributedDeepLearningReads
  Papers and blogs related to distributed deep learning
  ☆96Updated 7 years ago
• dlsys-course / assignment2-2017
  (Spring 2017) Assignment 2: GPU Executor
  ☆63Updated 8 years ago
• dlsys-course / dlsys-course.github.io
  Deep learning system course
  ☆214Updated 6 years ago
• stanford-futuredata / dawn-bench-entries
  DAWNBench: An End-to-End Deep Learning Benchmark and Competition
  ☆263Updated 5 years ago
• callowbird / Harmonica
  Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.
  ☆173Updated 6 years ago
• hwang595 / ps_pytorch
  implement distributed machine learning with Pytorch + OpenMPI
  ☆52Updated 6 years ago
• ucla-labx / distbelief
  Implementing Google's DistBelief paper
  ☆113Updated 2 years ago
• DoctorTeeth / fred
  FRED simulator and associated paper
  ☆26Updated 9 years ago
• cuihenggang / geeps
  GPU-specialized parameter server for GPU machine learning.
  ☆101Updated 7 years ago
• hclhkbu / dlbench
  Benchmarking State-of-the-Art Deep Learning Software Tools
  ☆171Updated 8 years ago
• negrinho / deep_architect_legacy
  DeepArchitect: Automatically Designing and Training Deep Architectures
  ☆147Updated 5 years ago
• wenwei202 / terngrad
  Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
  ☆183Updated 6 years ago
• amplab / cyclades
  Cyclades
  ☆28Updated 7 years ago
• zhangruiskyline / DeepLearning
  Deep Learning introduction and its application in various fields
  ☆173Updated 4 years ago
• zackchase / python-wow
  Python, so easy, wow!
  ☆139Updated 4 years ago
• ischlag / distributed-tensorflow-example
  An example of data parallelism and async updates of parameter in tensorflow.
  ☆120Updated 7 years ago
• szha / mxnet-jit-batch
  Just-in-time Dynamic Batching with MXNet Gluon.
  ☆52Updated 5 years ago
• LIBBLE / LIBBLE-DL
  ☆12Updated 6 years ago
• MethodsOfMachineLearning / cabs
  Tensorflow implementation of SGD with Coupled Adaptive Batch Size (CABS)
  ☆44Updated 8 years ago
• OneRaynyDay / CS231n
  Convolutional Neural Networks for Visual Recognition (kNN, softmax, etc)
  ☆33Updated 8 years ago
• keskarnitish / large-batch-training
  Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"
  ☆145Updated 8 years ago
• eladhoffer / bigBatch
  Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training o…
  ☆149Updated 8 years ago
• JianGoForIt / YellowFin_Pytorch
  auto-tuning momentum SGD optimizer
  ☆288Updated 6 years ago
• KarenUllrich / Tutorial-SoftWeightSharingForNNCompression
  A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017
  ☆145Updated 8 years ago
• upul / Aurora
  Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.
  ☆102Updated 7 years ago
• sailing-pmls / pmls-caffe
  PMLS-Caffe: Distributed Deep Learning Framework for Parallel ML System
  ☆194Updated 7 years ago
• stats385 / stats385.github.io
  STATS385 course website
  ☆89Updated 2 years ago
• ducha-aiki / LSUVinit
  Reference caffe implementation of LSUV initialization
  ☆114Updated 7 years ago
• singlasahil14 / sortpool2d
  A new kind of pooling layer for faster and sharper convergence
  ☆76Updated 7 years ago
• loudinthecloud / dpwa
  Distributed Learning by Pair-Wise Averaging
  ☆52Updated 7 years ago