Abstract: Provided are computing systems, methods, and platforms that automatically produce production-ready machine learning models and deployment pipelines from minimal input information such as a raw training dataset. In particular, one example computing system can import a training dataset associated with a user. The computing system can execute an origination machine learning pipeline to perform a model architecture search that selects and trains a machine learning model for the training dataset. Execution of the origination machine learning pipeline can also result in generation of a deployment machine learning pipeline configured to enable deployment of the machine learning model (e.g., running the machine learning model to produce inferences and/or optionally other tasks such as re-training and/or re-tuning the model).

Abstract: The present disclosure relates to a telecommunications distribution hub having a cabinet that defines a primary compartment. The cabinet also includes one or more main doors for accessing the primary compartment. Telecommunications equipment is mounted within the primary compartment. The distribution hub further includes a secondary compartment that can be accessed from an exterior of the cabinet without accessing the primary compartment. A grounding interface is accessible from within the secondary compartment.

Abstract: A refrigerator appliance includes a cabinet that defines a food storage chamber. An evaporator is in fluid communication with the food storage chamber such that cool dry air flows from the evaporator to the food storage chamber and warm humid air flows to the evaporator from the food storage chamber. The refrigerator appliance also includes a meltwater conduit in fluid communication with the evaporator downstream of the evaporator such that the meltwater conduit receives a flow of meltwater from the evaporator. An auxiliary evaporation tray is immediately downstream of the meltwater conduit such that the auxiliary evaporation tray receives the flow of meltwater directly from the meltwater conduit. A primary evaporation tray is downstream of the auxiliary evaporation tray.

Abstract: A memory system includes a memory device having a memory array that stores data based on address bits, including a row address. The memory system includes a memory controller having scrambler circuitry to apply a data mask to scramble data to be stored in the memory array. The scrambler can apply the data mask to scramble data for a write operation. The data scrambler can unscramble data for a read operation. The data mask has a pseudorandom pattern based at least in part on the row address of the data to be written or read.

Abstract: A memory chip is described. The memory chip includes storage cells along a row of the memory chip's storage cell array to store a count value of the row's activations and error correction code (ECC) information to protect the count value. The memory chip includes ECC read logic circuitry to correct an error in the count value. The memory chip includes a comparator to compare the count value against a threshold. The memory chip includes circuitry to increment the count value if the count value is deemed not to have reached the threshold and ECC write logic circuitry to determine new ECC information for the incremented count value, and write driver circuitry to write the incremented count value and the new ECC information into the storage cells. The memory chip includes circuitry to cause the row to be refreshed if the count value is deemed to have reached the threshold.

Abstract: The present technology provides a method of inhibiting or eliminating bacteria encountered in an oil or gas producing operations, such as, for example, sulfur or acid producing bacteria or some other uncommon bacteria. The method involves delivering a slightly soluble antimicrobial composition (generally as a solid) to the formation in a proppant delivery stage of a hydraulic fracturing operation.

Abstract: A lip treatment composition for creating a perceptible buzzing sensation when applied to mucosa membrane of a user. The composition has one or more base ingredients and at least one active ingredient comprising Zanthoxylum essential oil extracted in a liquid carbon dioxide process that induces a perceptible sensation reminiscent of electrical buzzing when applied to the mucosa membrane of the user. The Zanthoxylum essential oil could comprises between approximately 2.0000% and 4.0000% by weight of the composition and could comprise approximately 3.3000% by weight of the composition. The lip treatment composition can be formed under a process including heating the one or more base ingredients, adding the at least one active ingredient, and mixing the one or more base ingredients and the at least one active ingredient.

Abstract: An apparatus is disclosed for controlling air flow through a radiator. The apparatus includes a first track and a second track that receive a plurality of panels in a sliding relationship. Top and bottom engagement features of the panels engage each other to extend and retract the panels. The panels may be horizontally aligned in an intermediate or central portion of the apparatus that is disposed behind a bumper beam.

Abstract: A lip treatment composition for creating a perceptible tingling sensation when applied to mucosa membrane of a user. The composition has one or more base ingredients and at least one active ingredient, such as Zanthoxylum essential oil, that induces a perceptible tingling sensation reminiscent of electrical buzzing when applied to the mucosa membrane of the user. The Zanthoxylum essential oil could comprises between approximately 2.0000% and 4.0000% by weight of the composition and could comprise approximately 3.3000% by weight of the composition. The lip treatment composition can be formed under a process including heating the one or more base ingredients, adding the at least one active ingredient, and mixing the one or more base ingredients and the at least one active ingredient.

Abstract: An apparatus is disclosed for controlling air flow through a radiator. The apparatus includes a first track and a second track that receive a plurality of panels in a sliding relationship. Top and bottom engagement features of the panels engage each other to extend and retract the panels. The panels may be horizontally aligned in an intermediate or central portion of the apparatus that is disposed behind a bumper beam.

Abstract: A vehicle includes a rear hatch opening and a segmented hatch that is moveably connected to the vehicle structure. A lid is moveably connected to the upper hatch for movement between open and closed positions relative to the upper hatch. A first pair of lockable gas struts prevent opening of the upper hatch when locked. A second pair of lockable gas struts prevent opening of the lid relative to the upper hatch when locked. The upper hatch and the lid include overlapping portions that define spaces therebetween when the lid is in a closed position relative to the upper hatch. The second pair of lockable gas struts are disposed in the spaces when the lid is in a closed position relative to the upper hatch.

Abstract: A vehicle pillar structure is provided with a pair of front pillars for extending upward and rearward from a vehicle body. A pair of rails extend rearward from the pair of front pillars. A pair of rear pillars extend downward and rearward from the pair of rails to the vehicle body. The pair of rear pillars each have a clearance aperture formed therethrough.

Abstract: A smartcard interface system is described. The interface system supports a plurality of different smartcard types. By providing a plurality interface modules and selecting an appropriate one of the available modules for effecting communication with a presented smart card, the system provides for interaction with the presented smart card in a manner specific to that smart card.

Abstract: A smartcard interface system is described. The interface system supports a plurality of different smartcard types. By providing a plurality interface modules and selecting an appropriate one of the available modules for effecting communication with a presented smart card, the system provides for interaction with the presented smart card in a manner specific to that smart card.

Abstract: An ice maker and ice bin are provided on the inside of a freezer door of a refrigerator. The ice maker is compact, and the bin is removably mounted to the door. Ice is made by the ice maker on the door, and discharged into the ice bin, which then feeds the ice to an ice dispenser when the dispenser is actuated by a person.

Abstract: A feed roll for use in conjunction with a machine in a food processing operation. A hub of the roll carries a resilient outer component including a sleeve having conical end members which flex during momentary contact with the article. The surface areas of the flexed roll end members are adequate to propel and advance the article being processed while avoiding damage to the article.

Abstract: Techniques for automatically adjusting and/or optimizing the color and/or intensity of the illuminating light used in a vision system is presented. The intensity of each of a plurality of illuminating light colors is allowed to be independently adjusted to adapt the illumination light based on the color of a part feature against the part feature background of a part being viewed by the vision system to produce high contrast between the part feature and background. Automated contrast optimization may be achieved by stepping through all available color combinations and evaluating the contrast between the part feature and background to select a color combination having a “best” or acceptable contrast level.

Abstract: A multi-use seafood utensil for opening shellfish and crustacean seafood having outer shells for the removal of meat, the utensil comprising: a head portion having a prying blade for prying a seafood shell open and a bifurcated ripping blade for cutting a seafood shell open for the removal of meat; a prying tip formed on the prying blade for insertion between shell halves of a shell of a shellfish; a slot formed in the head portion dividing the ripping blade from a part of the head portion so that the ripping blade can be inserted underneath a seafood shell to cut the shell open; a cutting edge of the ripping blade forming an edge of the slot; a handle portion carried by the head portion for being manually grasped by a user.

Abstract: A tape automated bonding (TAB) structure which includes a flex tape having a conductive lead pattern formed thereon. The conductive lead pattern includes a plurality of leads configured to form an inner lead bond (ILB) portion of the TAB structure. At least one of the plurality of leads is internally routed and has a contact exposed interior to the ILB portion of the TAB structure.