Table Of Contents

Gluon related modules

• mxnet.autograd
  • mxnet.autograd.backward
  • mxnet.autograd.get_symbol
  • mxnet.autograd.grad
  • mxnet.autograd.is_recording
  • mxnet.autograd.is_training
  • mxnet.autograd.mark_variables
  • mxnet.autograd.pause
  • mxnet.autograd.predict_mode
  • mxnet.autograd.record
  • mxnet.autograd.set_recording
  • mxnet.autograd.set_training
  • mxnet.autograd.train_mode
  • mxnet.autograd.Function
• mxnet.image
  • Image processing functions
    • mxnet.image.imdecode
    • mxnet.image.scale_down
    • mxnet.image.resize_short
    • mxnet.image.fixed_crop
    • mxnet.image.random_crop
    • mxnet.image.center_crop
    • mxnet.image.color_normalize
    • mxnet.image.random_size_crop
  • Image classifiction
    • Iterators
      • mxnet.image.ImageIter
    • Augmentations
      • mxnet.image.CreateAugmenter
      • mxnet.image.Augmenter
      • mxnet.image.SequentialAug
      • mxnet.image.RandomOrderAug
      • mxnet.image.ResizeAug
      • mxnet.image.ForceResizeAug
      • mxnet.image.RandomCropAug
      • mxnet.image.RandomSizedCropAug
      • mxnet.image.CenterCropAug
      • mxnet.image.BrightnessJitterAug
      • mxnet.image.ContrastJitterAug
      • mxnet.image.SaturationJitterAug
      • mxnet.image.HueJitterAug
      • mxnet.image.ColorJitterAug
      • mxnet.image.LightingAug
      • mxnet.image.ColorNormalizeAug
      • mxnet.image.RandomGrayAug
      • mxnet.image.HorizontalFlipAug
      • mxnet.image.CastAug
  • Object detection
    • Iterators
      • mxnet.image.ImageDetIter
    • Augmentations
      • mxnet.image.CreateDetAugmenter
      • mxnet.image.DetBorrowAug
      • mxnet.image.DetRandomSelectAug
      • mxnet.image.DetHorizontalFlipAug
      • mxnet.image.DetRandomCropAug
      • mxnet.image.DetRandomPadAug
• mxnet.io
  • Iterators
    • mxnet.io.NDArrayIter
    • mxnet.io.CSVIter
    • mxnet.io.LibSVMIter
    • mxnet.io.MNISTIter
    • mxnet.io.ImageDetRecordIter
    • mxnet.io.ImageRecordIter
    • mxnet.io.ImageRecordIter_v1
    • mxnet.io.ImageRecordUInt8Iter
    • mxnet.io.ImageRecordUInt8Iter_v1
  • Helper classes and functions
    • mxnet.io.DataBatch
    • mxnet.io.DataDesc
    • mxnet.io.DataIter
    • mxnet.io.MXDataIter
    • mxnet.io.PrefetchingIter
    • mxnet.io.ResizeIter
• mxnet.recordio
  • Iterators
    • mxnet.recordio.MXIndexedRecordIO
    • mxnet.recordio.MXRecordIO
  • Read and write RecordIO files
    • mxnet.recordio.IRHeader
    • mxnet.recordio.pack
    • mxnet.recordio.pack_img
    • mxnet.recordio.unpack
    • mxnet.recordio.unpack_img
• mxnet.kvstore
  • create
  • KVStore
    • Init, push and pull
      • mxnet.kvstore.KVStore.init
      • mxnet.kvstore.KVStore.pull
      • mxnet.kvstore.KVStore.push
      • mxnet.kvstore.KVStore.row_sparse_pull
    • Optimizer
      • mxnet.kvstore.KVStore.load_optimizer_states
      • mxnet.kvstore.KVStore.save_optimizer_states
      • mxnet.kvstore.KVStore.set_gradient_compression
      • mxnet.kvstore.KVStore.set_optimizer
    • Attributes
      • mxnet.kvstore.KVStore.num_workers
      • mxnet.kvstore.KVStore.rank
      • mxnet.kvstore.KVStore.type
• mxnet.optimizer
  • Optimization methods
    • mxnet.optimizer.AdaDelta
    • mxnet.optimizer.AdaGrad
    • mxnet.optimizer.Adam
    • mxnet.optimizer.Adamax
    • mxnet.optimizer.DCASGD
    • mxnet.optimizer.FTML
    • mxnet.optimizer.Ftrl
    • mxnet.optimizer.LBSGD
    • mxnet.optimizer.NAG
    • mxnet.optimizer.Nadam
    • mxnet.optimizer.Optimizer
    • mxnet.optimizer.RMSProp
    • mxnet.optimizer.SGD
    • mxnet.optimizer.SGLD
    • mxnet.optimizer.Signum
    • mxnet.optimizer.Updater
  • Helper functions
• mxnet.random
  • mxnet.random.seed
• mxnet.profiler
  • Profiling system control
    • mxnet.profiler.set_config
    • mxnet.profiler.set_kvstore_handle
    • mxnet.profiler.set_state
    • mxnet.profiler.profiler_set_config
    • mxnet.profiler.profiler_set_state
    • mxnet.profiler.pause
    • mxnet.profiler.resume
    • mxnet.profiler.dump
    • mxnet.profiler.dump_profile
    • mxnet.profiler.dumps
  • Profiling Objects
    • mxnet.profiler.Counter
    • mxnet.profiler.Domain
    • mxnet.profiler.Event
    • mxnet.profiler.Frame
    • mxnet.profiler.Marker
    • mxnet.profiler.Task
• mxnet.context
  • mxnet.context.cpu
  • mxnet.context.cpu_pinned
  • mxnet.context.current_context
  • mxnet.context.gpu
  • mxnet.context.num_gpus
  • mxnet.context.Context
• mxnet.initializer
  • Initialization methods
    • mxnet.initializer.Bilinear
    • mxnet.initializer.Constant
    • mxnet.initializer.FusedRNN
    • mxnet.initializer.InitDesc
    • mxnet.initializer.Initializer
    • mxnet.initializer.LSTMBias
    • mxnet.initializer.Load
    • mxnet.initializer.MSRAPrelu
    • mxnet.initializer.Mixed
    • mxnet.initializer.Normal
    • mxnet.initializer.One
    • mxnet.initializer.Orthogonal
    • mxnet.initializer.Uniform
    • mxnet.initializer.Xavier
    • mxnet.initializer.Zero
  • Helper functions
    • mxnet.initializer.register
• mxnet.lr_scheduler
  • mxnet.lr_scheduler.LRScheduler
  • mxnet.lr_scheduler.FactorScheduler
  • mxnet.lr_scheduler.MultiFactorScheduler
  • mxnet.lr_scheduler.PolyScheduler
  • mxnet.lr_scheduler.CosineScheduler
• mxnet.metric
  • Metrics
    • mxnet.metric.Accuracy
    • mxnet.metric.Caffe
    • mxnet.metric.CompositeEvalMetric
    • mxnet.metric.CrossEntropy
    • mxnet.metric.CustomMetric
    • mxnet.metric.EvalMetric
    • mxnet.metric.F1
    • mxnet.metric.Loss
    • mxnet.metric.MAE
    • mxnet.metric.MCC
    • mxnet.metric.MSE
    • mxnet.metric.NegativeLogLikelihood
    • mxnet.metric.PearsonCorrelation
    • mxnet.metric.Perplexity
    • mxnet.metric.RMSE
    • mxnet.metric.TopKAccuracy
    • mxnet.metric.Torch
  • Helper functions
    • mxnet.metric.check_label_shapes
    • mxnet.metric.create
    • mxnet.metric.np

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