--label="cardinality" \ --batch_size=128 \ --train_val_sample_size=5000 \ --test_sample_size=500 ``` ### Zeroshot model ```bash DATASET_PATH="training_datasets"; MODEL_PATH="models"; DATASET_TYPE="binary_join"; # binary_join or "single_table" TRAINING_DATASETS="airline,cms_synth...
The \emph{zero forcing number}, $Z(G)$, of a graph $G$ is the minimumcardinality of a set $S$ of black vertices (whereas vertices in $V(G)-S$ arecolored white) such that $V(G)$ is turned black after finitely manyapplications of "the color-change rule": a white vertex is con...
A polynomial function will have as many zeros as the degree of the polynomial. Although these zeros might be real numbers, it is also possible that a quadratic factor will have no real zeros, and these will have a complex conjugate pair of zeros. Therefore, if...
, a n + Ω ( n ) are integers, then there exists a subset M { 1 , … , n + Ω ( n ) } of cardinality n such that the equation ∑ i ∈ M a i x i ≡ 0 ( mod n )admits a solution ( x i ) i ∈ M ∈ ( U ( Z / n Z ) ) n, where U ( Z / n Z ) ...
The zero forcing number of G, denoted by F(G), is the cardinality of a minimum zero forcing set of G. The maximum nullity of G, denoted by M(G), is the largest possible nullity over all |V(G)| by |V(G)| real symmetric matrices A whose non-diagonal entries are non-zero if ...
The performance of the SAC-OCDMA system depends to a large extent on the choice of coding scheme, and many Spectral-Amplitude-Coding (SAC) codes have been reported, such as modified quadratic congruence (MQC) codes [3], double weight (DW) code family [7], [8], Khazani-Syed (KS) ...
Date filters make suitable batches, other low cardinality columns—like department for an employee table—can also be considered. An evenly distributed acceptable row count batch is important. Plan ahead and position the updates strategically to cover larger b...
rather coming from boolean vars. In this cases I can understand your take on value_counts and plotting. I have these categorials as well but I have many categoricals of cardinality in the order of tens, hundreds and even thousands. To me that makes perfectly sense and I consider them "...
Q: Is there an experiment which could provide conclusive evidence for either the Many Worlds or Copenhagen interpretations of quantum physics? Q: If you could drill a tunnel through the whole planet and then jumped down this tunnel, how would you fall? Q: How many people riding bicycle genera...
The irreducibility assumption was shown to imply that the latter inequalities are always strict, which entails the finite time convergence (each policy yields a unique well defined eigenvalue, these eigenvalues constitute a decreasing sequence, and there are finitely many policies). However, the ...