Abstract: Aspects of the present disclosure are directed to composing an editable artificial reality scene. Implementations include a composer tool for generating editable artificial reality scenes. For example, a scene creator can generate an artificial reality scene and publish the scene such that it can be accessed and/or edited by other users. The artificial reality scene can include scene components, such as an avatar, virtual object, motion dynamics, background, camera perspective, and others. Implementations of a privilege manager can manage access and/or edit privileges for stored artificial reality scenes. For example, the scene creator can define the scope of users that can access and/or edit the original scene and/or define the components of the scene that are editable. In some implementations, an original artificial reality scene can be edited multiple times by multiple users, thus generating multiple edited versions of the original scene.

Abstract: A computer implemented method of reducing data elements in a data file includes: receiving a data file including one or more primary data elements; storing the data file in a memory coupled to the processor; generating, from at least one of the one or more primary data elements, a plurality of supplemental data elements; determining whether any of the plurality of supplemental data elements and any of the primary data elements offset each other; and upon determining that at least one of the plurality of supplemental data elements and at least one of the primary data elements offset each other, deleting, from the data file, at least one of the offset supplemental data elements or primary data elements.

Abstract: A computer implemented method of reducing data elements in a data file includes: receiving a data file including one or more primary data elements; storing the data file in a memory coupled to the processor; generating, from at least one of the one or more primary data elements, a plurality of supplemental data elements; determining whether any of the plurality of supplemental data elements and any of the primary data elements offset each other; and upon determining that at least one of the plurality of supplemental data elements and at least one of the primary data elements offset each other, deleting, from the data file, at least one of the offset supplemental data elements or primary data elements.

Abstract: The instant disclosure generally relates to a multicomponent composition for coloring mammalian or synthetic substrate material and textiles, the composition comprising a first and second components and a third component. The first and second components comprise first and second silicone polymers respectively. Any one or more of the first, second and third components may also comprise pigment microparticles. The first, second and third compounds meld together on substrate material and textiles and especially on hair to form a highly remanent colored coating. The multicomponent composition formed and set in situ as a solid linked coating has a substantially permanent pigment lastingness and minimally alters the substrate material and textiles.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: There is provided methods of determining tuberculosis (TB) infection status in an individual comprising: (i) providing a sample comprising T-cells; (ii) exposing the sample of (i) to one or more TB antigens; (iii) identifying T-cells in the sample that are CD4 positive and (a) secrete TNF-? without secreting IFN-?; or (b) secrete IFN-? without secreting TNF-?; (iv) identifying those cells of (iii) which are also CCR7 and, CD127 negative; and optionally (v) calculating the cells identified in (iv) as a percentage of those identified in (iii); wherein the identification of cells in (iv) and/or the percentage of T-cells calculated in (v) correlates to TB infection status of the individual, and wherein steps (iii) and (iv) can be carried out either sequentially or simultaneously. There are also provided compositions and kits for use in such methods.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: There is provided methods of determining tuberculosis (TB) infection status in an individual comprising: (i) providing a sample comprising T-cells; (ii) exposing the sample of (i) to one or more TB antigens; (iii) identifying T-cells in the sample that are CD4 positive and (a) secrete TNF-? without secreting IFN-?; or (b) secrete IFN-? without secreting TNF-?; (iv) identifying those cells of (iii) which are also CCR7 and, CD127 negative; and optionally (v) calculating the cells identified in (iv) as a percentage of those identified in (iii); wherein the identification of cells in (iv) and/or the percentage of T-cells calculated in (v) correlates to TB infection status of the individual, and wherein steps (iii) and (iv) can be carried out either sequentially or simultaneously. There are also provided compositions and kits for use in such methods.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: The present disclosure is drawn to the reduction of parameters in fully connected layers of neural networks. For a layer whose output is defined by y=Wx, where y?Rm is the output vector, x?Rn is the input vector, and W?Rm×n is a matrix of connection parameters, matrices Uij and Vij are defined and submatrices Wij are computed as the product of Uij and Vij, so that Wij=VijUij, and W is obtained by appending submatrices Wi,j.

Abstract: There is provided methods of determining tuberculosis (TB) infection status in an individual comprising: (i) providing a sample comprising T-cells; (ii) exposing the sample of (i) to one or more TB antigens; (iii) identifying T-cells in the sample that are CD4 positive and (a) secrete TNF-? without secreting IFN-?; or (b) secrete IFN-? without secreting TNF-?; (iv) identifying those cells of (iii) which are also CCR7 and, CD127 negative; and optionally (v) calculating the cells identified in (iv) as a percentage of those identified in (iii); wherein the identification of cells in (iv) and/or the percentage of T-cells calculated in (v) correlates to TB infection status of the individual, and wherein steps (iii) and (iv) can be carried out either sequentially or simultaneously. There are also provided compositions and kits for use in such methods.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plan hemp extract. Products and supplements related to the method are also described.

Abstract: Apparatuses, methods, and systems for extraction, isolation, purification, and conversion of various cannabinoids, and modifications of whole-plant hemp extracts therewith are presented. A method for preparing a whole-plant hemp extract based product includes extracting cannabinoids from plant materials, such as one or more hemp varieties of Cannabis sativa. The method also includes separating and purifying CBD from the extracted cannabinoids, converting purified CBD to ?9-THC and ?8-THC and concurrently converting ?9-THC to CBN, purifying and separating the CBN, and combining the purified CBN with a whole-plant hemp extract. Products and supplements related to the method are also described.