13 Checkpoint: Embeddings and Spaces

Content and key concepts

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Eight reviews of the mechanism
Threshold: 7 out of 8. without a timer. Balls are given for answers, not for visits. This is a local self-check; the decisions will be shown after dispatch.
1. One-hot multiplying by E...
Selects row E
Sorting Vocabulary
Automatically learning parameters
2. Tiny Skip-gram uses...
Full softmax for 6 candidates
Negative sampling the Hidden Library
Ready pre-traded Word2Vec
3. Ranking neighbors when the projection changes...
Recalculated by screen coordinates
Still based on full 3Dcosine.
Mandatory change.
4. Converging points on 2D projections ...
Mandatory have the same reference embedding
May differ by hidden coordinate
Shows the same meaning.
5. Parameter in E[6.3]?
Your numerical response
6. Number of coordinates on-hot for vocable6?
Your numerical response
7. Dot [1.0.0] and [0.0.1]?
Your numerical response
8. First co-ordinate of mixture .5[1,0.0]+5[0.0.1]?
Your numerical response
The result will appear after all the answers have been sent.
Research and explain
Compare the source3Dcosine and XY/PCA card. Then complete the actual Skip-gram update and explain which tables are changing. In the co-text comparison, choose the same prefixes and check the match between the consistent outputs.
First, shape the hypothesis, then change one parameter. Compare the numbers to the formula; state the extreme case and the limit of applicability. The free conclusion is not evaluated by a dummy automatic score.