Here we model the generation of events that have not been experienced from the generative network’s latent variables. Events can be generated either by external specification of latent variables (imagination) or by transforming the latent variable representations of specific events (relational inference)...
It has been conjectured that the probability distribution of the response times is a function of the specific sequence of past choices governing the algorithm used by the penalty taker to make his choice at each step. We found empirical evidence that besides this dependence, the distribution of ...
This library takes from a series of other libraries, so I think it is just fair to mention them here in the README (specific mentions are also included in the code).The Callbacks and Initializers structure and code is inspired by the torchsample library, which in itself partially inspired ...
181). Ajzen (1991) admits the importance of external factors that may influence a person’s behavior, yet stresses the perception of behavioral control as being of “greater psychological interest” (Ajzen, 1991, p. 183). However, consumer purchase behavior always takes place in a specific ...
The estimated average effect of a specific REM can be roughly interpreted as the average predictability of this metabolite over a new set of microbiome-metabolome studies. Smaller P values indicate higher confidence that the mean effect is indeed robust across a wide range of studies and cohorts....
As a possible extension, the text-structure alignment can be independently fine-tuned for domain-specific texts, e,g., materials [38]. To validate the effectiveness of our learned molecule latent embedding, we conduct tests on retrieval and property prediction tasks. The experimental results are ...
The figure shows that the Actor-Critic architecture employs two function approximators. The Actor has the aim to determine the optimal action for a given specific state of the controlled environment (policy-based), while the Critic evaluates the decisions made by the actor (value-based). The act...
Oat (Avena sativa) leaves accumulate non-active bisdesmosidic saponins that can be bio-activated by a specific β-glucosidase, avenacosidases, to exert their biocidal effects34. Recently, Lacchini et al. reported that Medicago truncatula, a model legume, has evolved a two-component chemical ...
The entity prediction displays below the chart. The display includes solid lines for predictions that match the expectation and dotted lines for predictions that don't match the expectation. Filter chart results To filter the chart by a specific intent or entity, select the intent or entity in ...
prediction system and GraphCast3on more than 91% of all targets (see Supplementary Information SectionH). Atmospheric chemistry and air pollution Air quality, a crucial factor in human health, is determined by atmospheric concentrations of specific gases and aerosols23. Accurately predicting global atm...