week 1 notebooks files and data - some file are not include

Author: rust0258

4 - Natural Language Processing with Attention Models/Labs/Week 1/NMTModel.png

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+{
+  "citation": "@inproceedings{Tiedemann2012ParallelData,\n  author = {Tiedemann, J},\n  title = {Parallel Data, Tools and Interfaces in OPUS},\n  booktitle = {LREC}\n  year = {2012}}",
+  "description": "OPUS is a collection of translated texts from the web.\n\nCreate your own config to choose which data / language pair to load.\n\n```\nconfig = tfds.translate.opus.OpusConfig(\n    version=tfds.core.Version('0.1.0'),\n    language_pair=(\"de\", \"en\"),\n    subsets=[\"GNOME\", \"EMEA\"]\n)\nbuilder = tfds.builder(\"opus\", config=config)\n```\n\nmedical documents",
+  "downloadSize": "35952852",
+  "location": {
+    "urls": [
+      "http://opus.nlpl.eu/"
+    ]
+  },
+  "name": "opus",
+  "splits": [
+    {
+      "name": "train",
+      "numBytes": "198021004",
+      "shardLengths": [
+        "554376",
+        "554376"
+      ]
+    }
+  ],
+  "supervisedKeys": {
+    "input": "de",
+    "output": "en"
+  },
+  "version": "0.1.0"
+}

4 - Natural Language Processing with Attention Models/Labs/Week 1/attention_overview.png

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+# Parameters for Adam:
+# ==============================================================================
+Adam.b1 = 0.9
+Adam.b2 = 0.999
+Adam.clip_grad_norm = None
+Adam.eps = 1e-05
+Adam.weight_decay_rate = 1e-05
+
+# Parameters for AddLossWeights:
+# ==============================================================================
+# None.
+
+# Parameters for backend:
+# ==============================================================================
+backend.name = 'jax'
+
+# Parameters for BucketByLength:
+# ==============================================================================
+BucketByLength.length_axis = 0
+BucketByLength.strict_pad_on_len = False
+
+# Parameters for FilterByLength:
+# ==============================================================================
+FilterByLength.length_axis = 0
+
+# Parameters for LogSoftmax:
+# ==============================================================================
+LogSoftmax.axis = -1
+
+# Parameters for random_spans_helper:
+# ==============================================================================
+# None.
+
+# Parameters for SentencePieceVocabulary:
+# ==============================================================================
+# None.
+
+# Parameters for data.TFDS:
+# ==============================================================================
+# None.
+
+# Parameters for tf_inputs.TFDS:
+# ==============================================================================
+# None.
+
+# Parameters for data.Tokenize:
+# ==============================================================================
+# None.
+
+# Parameters for tf_inputs.Tokenize:
+# ==============================================================================
+tf_inputs.Tokenize.keys = None
+tf_inputs.Tokenize.n_reserved_ids = 0
+tf_inputs.Tokenize.vocab_type = 'subword'
+
+# Parameters for Vocabulary:
+# ==============================================================================
+# None.
+
+# Parameters for warmup_and_rsqrt_decay:
+# ==============================================================================
+# None.