Abstract: A multi-mode personal massaging including a sensor unit configured to detect one or more biofeedback signals from a user of a personal massaging device or a partner is disclosed. The system can further include a controller configured to analyze the one or more biofeedback signals, and determine one or more corresponding and modifiable outputs stored in a memory, based on the one or more biofeedback signals. The system can further include a massaging unit configured to output the one or more outputs determined by the controller, based on the one or more biofeedback signals.

Abstract: A kit enables an efficient and contamination-free method of changing a resin used in a three dimensional printer from a first resin to a second resin. The three dimensional printer includes a print engine and a receptacle. The kit includes a conduit assembly and a resin container. The conduit assembly includes a fluid inlet configured to be affixed in the receptacle in an upward orientation, a pump head configured to be coupled to a motorized pump actuator in the receptacle, a first conduit coupling the fluid inlet to the pump head, a fluid outlet configured to supply resin to the print engine, and a second conduit coupling the pump head to the fluid outlet.

Abstract: Methods and systems are disclosed for capturing sensor data collected by a personal massaging device with associated sensors, analyzing the data, determining biofeedback data based on the sensor data, and according to some embodiments generating a sexual response profile based on the biofeedback data and a model of human sexual response. Data may be collected and analyzed for a number of uses, including but not limited to: (1) studying human sexual response, (2) adjusting outputs of the personal massaging device based on preset conditions, (3) treating sexual dysfunction conditions, and (4) improving sexual experiences.

Abstract: Methods, systems, and computer storage media for processing search queries using relevance-based search refinement are provided. In response to a search query, search result items are displayed on a search interface along with selectable guidance attributes. The guidance attributes are an identified ranked set of characteristics of items based on historical user interactions of users interacting with the search result items provided in response to the search query. Upon selection of a guidance attribute, a guidance-attribute control having embedded selectable values is displayed. A selection of an embedded value is received to cause execution of an embedded-value search operation. A first embedded-value search operation is executed to identify a subset of the items using the selected value.

Abstract: Access control enhancements reduce security risks and management burdens when a user with access to a primary asset seeks access to a related supplementary asset. When a sufficient proof of access to the primary asset is provided, and the relationship of the primary and supplementary assets is recognized, access to the supplementary asset is granted without requiring a separate sign-in, a permission query to the supplementary asset's owner, or an authorization through an authenticated identity of the requestor, for example. Automatic access to the supplementary asset can be granted without the security risks inherent in a file share or a share link. In particular, a developer with access to one component of a project can be automatically and conveniently granted access to the rest of the project. Likewise, a custom machine learning model for autocompletion becomes accessible to all developers working on the repository source used to train the model.

Abstract: The behavior of a machine learning model and the training dataset used to train the model are monitored to determine when the accuracy of the model's predictions indicate that the model should be retrained. The retraining is determined from one or more precision metrics and a coverage metric that are generated during operation of the model. A precision metric measures the ability of the model to make predictions that are accepted by an inference system and the coverage metric measures the ability of the model to make predictions given a set of input features. In addition, changes made to the training dataset are analyzed and used as an indication of when the model should be retrained.

Abstract: Disclosed is a new vector for pharmacologically active water-insoluble molecules. These nanovectors, which are in the form of carbon nanoplatforms, are capable of solubilising the active molecules while reducing the side effects of the treatments. Also disclosed are the processes for synthesizing these nanoplatforms, as well as to the use thereof as a drug, particularly in the treatment of brain tumors.

Abstract: A fuel cell assembly according to an exemplary aspect of the present disclosure includes, among other things, a first fuel cell stack in series with a variable resistor and a second fuel cell stack in parallel with the first fuel cell stack and in series with a contactor. A resistance level of the variable resistor is adjusted in response to deactivating the contactor. A method of regulating a fuel cell assembly is also disclosed.

Abstract: A multi-mode personal massaging including a sensor unit configured to detect one or more biofeedback signals from a user of a personal massaging device or a partner is disclosed. The system can further include a controller configured to analyze the one or more biofeedback signals, and determine one or more corresponding and modifiable outputs stored in a memory, based on the one or more biofeedback signals. The system can further include a massaging unit configured to output the one or more outputs determined by the controller, based on the one or more biofeedback signals.

Abstract: The invention relates to a compound which is (S)-4-((S)-3-Fluoro-3-(2-(5,6,7,8-tetrahydro-1, 8-naphthyridin-2-yl)ethyl)pyrrolidin-1-yl)-3-(3-(2-methoxyethoxy)phenyl) butanoic acid (1:1) citrate salt, pharmaceutical compositions including such compound, and to the use of such compound in therapy, including in the treatment of a disease or condition for which an ?vJ36 integrin antagonist is indicated, and in particular idiopathic pulmonary fibrosis.

Abstract: Methods and systems are provided for concave footpads for a personal transport device. In one example, the concave footpads may be coupled to the personal transport device, arranged between an operator's feet and an upper surface of the personal transport device, the upper surface including a pressure transducer.

Abstract: An electrochemical cell system and a method for operating an electrochemical cell is provided. The method including determining one of a power level, current level or a voltage level of the electrochemical cell, the electrochemical cell including at least one cell having an anode side and a cathode side, the electrochemical cell further having a water transport plate operably coupled to the cathode side. An oxidant pressure level is determined in the cathode side. A water pressure level is determined in the water transport plate. The active area of the at least one cell is changed by adjusting at least one of the oxidant pressure level or the water pressure level based at least in part on the determined power level, current level or voltage level.

Abstract: An exemplary method of cooling a fuel cell includes directing coolant through a coolant supply channel near at least one reactant flow channel. The coolant supply channel extends from a coolant inlet spaced from a reactant inlet to a coolant outlet. The coolant supply channel includes a first portion starting at the coolant inlet and a second portion near the reactant inlet. The first portion facilitates coolant flow from the coolant inlet directly toward the second portion. The second portion includes a plurality of channel sections that collectively facilitate coolant flow in a plurality of directions along the second portion near the reactant inlet. The coolant supply channel includes a third portion between the second portion and the coolant outlet.

Abstract: Systems, methods, and non-transitory computer-readable media can determine a plurality of candidate entities for recommendation to a user of a social networking system. A predicted activity objective value model configured to calculate activity stores for candidate entities is established. The activity score is indicative of the probability of future activity on the social networking system by a candidate entity. A first activity score is determined for each of the plurality of candidate entities based on the predicted activity object value model and a first set of feature values. A second activity score is determined for each of the plurality of candidate entities based on the predicted activity object value model and a second set of feature values that is different from the first set of feature values. A first entity is selected of the plurality of candidate entities based on the first and second activity scores.

Abstract: A bed assembly includes a foldable multi-section bed base and a compressible mattress. The decking of the bed base defines a cavity in a folded position, and the compressible mattress is contained within the cavity. The decking also including folded portions to further decrease the dimensions of the bed assembly in the folded position.

Abstract: A rotary separator includes a drum configured to rotate, and a pickup member extending into the drum. The pickup member includes a pickup channel having a first inlet for receiving a liquid, and a pitot channel having a second inlet for receiving the liquid. The liquid exits the drum through the pickup channel in response to a pressure of the liquid being measured through the pitot channel. A valve may be coupled to the pickup channel. A pressure sensor may be coupled to the pitot channel.

Abstract: Improving the results and process of machine learning service in computer program development. A client's codebase is accessed. A set of features are extracted from the client's codebase. One or more features from the set of features are then selected. Thereafter, at least one of the selected features is sent to a machine learning service that uses the received feature(s) to build custom model(s) for the client's computer system.

Abstract: The present technology relates to a transparent coating system or film which comprises a transparent, polymeric material, one or more pearlescent pigments, and one or more transparent dyes, organic pigments, organic pigment derivatives or inorganic pigments. The coating may be used to give well-defined transmission and reflection spectra in the visible region while having a high degree of reflection in the NIR region.

Abstract: A method of treating vaginal tissue atrophy in a female subject, the method including the steps of engaging an energy delivery element with tissue in or around the subject's vagina; applying energy to the tissue from the energy delivery element; and increasing blood flow to internal vaginal tissue to an increased level above a baseline level of blood flow to the internal vaginal tissue, the increased level of blood flow to the internal vaginal tissue persisting after the applying step ceases. The invention also provides devices for performing this therapy.

Abstract: Providing custom machine learning models to client computer systems. Multiple machine learning models are accessed. Client-specific data for multiple client computer systems are also accessed. For each of at least some of the client computer systems, performing the following actions: First, using the corresponding client-specific data for the corresponding client computer system to determine which subset of the multiple machine learning models is applicable to the corresponding client computer system. The subset of the multiple machine learning models includes more than one of the multiple machine learning models. Then, aggregating the determined subset of the multiple machine learning models to generate an aggregated subset of machine learning models that is customized to the corresponding client computer system.