mlmodels 0.26.1

Generic model API, Model Zoo in Tensorflow, Keras, Pytorch, Hyperparamter search

ml_models --do                    
    "testall"     :  test all modules inside model_tf
    "test"        :  test a certain module inside model_tf


    "model_list"  :  #list all models in the repo          
    "fit"         :  wrap fit generic m    ethod
    "predict"     :  predict  using a pre-trained model and some data
    "generate_config"  :  generate config file from code source


ml_optim --do
  "test"      :  Test the hyperparameter optimization for a specific model
  "test_all"  :  TODO, Test all
  "search"    :  search for the best hyperparameters of a specific model





##### Include models :

mlmodels.model_dev.ml_mosaic.py
mlmodels.model_dev.mytest.py


mlmodels.model_flow.mlflow_run.py


mlmodels.model_gluon.gluon_automl.py
mlmodels.model_gluon.gluon_deepar.py
mlmodels.model_gluon.gluon_ffn.py
mlmodels.model_gluon.gluon_prophet.py


mlmodels.model_keras.00_template.py
mlmodels.model_keras.01_deepctr.py
mlmodels.model_keras.02_cnn.py
mlmodels.model_keras.preprocess.py


mlmodels.model_rank.LambdaRank.py
mlmodels.model_rank.load_mslr.py
mlmodels.model_rank.metrics.py
mlmodels.model_rank.RankNet.py


mlmodels.model_sklearn.model.py


mlmodels.model_tch.cnn_classifier.py
mlmodels.model_tch.mlp.py
mlmodels.model_tch.nbeats.py
mlmodels.model_tch.sentence_transformer.py
mlmodels.model_tch.transformer_classifier.py


mlmodels.model_tf.10_encoder_vanilla.py
mlmodels.model_tf.11_bidirectional_vanilla.py
mlmodels.model_tf.12_vanilla_2path.py
mlmodels.model_tf.13_lstm_seq2seq.py
mlmodels.model_tf.14_lstm_attention.py
mlmodels.model_tf.15_lstm_seq2seq_attention.py
mlmodels.model_tf.16_lstm_seq2seq_bidirectional.py
mlmodels.model_tf.17_lstm_seq2seq_bidirectional_attention.py
mlmodels.model_tf.18_lstm_attention_scaleddot.py
mlmodels.model_tf.19_lstm_dilated.py
mlmodels.model_tf.1_lstm.py
mlmodels.model_tf.20_only_attention.py
mlmodels.model_tf.21_multihead_attention.py
mlmodels.model_tf.22_lstm_bahdanau.py
mlmodels.model_tf.23_lstm_luong.py
mlmodels.model_tf.24_lstm_luong_bahdanau.py
mlmodels.model_tf.25_dnc.py
mlmodels.model_tf.26_lstm_residual.py
mlmodels.model_tf.27_byte_net.py
mlmodels.model_tf.28_attention_is_all_you_need.py
mlmodels.model_tf.29_fairseq.py
mlmodels.model_tf.2_encoder_lstm.py
mlmodels.model_tf.3_bidirectional_lstm.py
mlmodels.model_tf.4_lstm_2path.py
mlmodels.model_tf.50lstm attention.py
mlmodels.model_tf.5_gru.py
mlmodels.model_tf.6_encoder_gru.py
mlmodels.model_tf.7_bidirectional_gru.py
mlmodels.model_tf.8_gru_2path.py
mlmodels.model_tf.9_vanilla.py
mlmodels.model_tf.access.py
mlmodels.model_tf.addressing.py
mlmodels.model_tf.autoencoder.py
mlmodels.model_tf.dnc.py