Abstract: To automate time series forecasting machine learning pipeline generation, a data allocation size of time series data may be determined based on one or more characteristics of a time series data set. The time series data may be allocated for use by candidate machine learning pipelines based on the data allocation size. Features for the time series data may be determined and cached by the candidate machine learning pipelines. Predictions of each of the candidate machine learning pipelines using at least the one or more features may be evaluated. A ranked list of machine learning pipelines may be automatically generated from the candidate machine learning pipelines for time series forecasting based upon evaluating predictions of each of the one or more candidate machine learning pipelines.

Abstract: Cannabinoid oil compositions may be used to treat central nervous system disorders. An example of the composition is an oral multiparticulate dosage form including a plurality of individual particulates including a solid core with an effective amount of cannabinoid oil bound in microcrystalline cellulose therein and an enteric coating over the solid core.

Abstract: An oral controlled-release multiparticulate dosage form comprises a plurality of individually enteric coated particulates containing an L-carnitine that independently disperse in a patient's stomach after oral ingestion and travel through the stomach and past the pyloric sphincter without substantially releasing the L-carnitine in the stomach. The individual particulates contain a solid core containing the L-carnitine, and an enteric coating. The dosage form may be used to treat conditions associated with a reduction of the amount of L-carnitine in the body.

Abstract: The present invention provides formulations that achieve effective delivery of methylnaltrexone compositions. The provided formulations are useful for preventing, treating delaying, diminishing or reducing the severity of side effects resulting from use of analgesic opioids.

Abstract: A method of treating a gastrointestinal disorder includes administering to a patient an effective amount of a multiparticulate dosage form including a plurality of individual spheroidal enteric coated cores having a diameter of 0.1 mm to 3 mm. The individual spheroidal enteric coated cores have (a) a core including menthol, (b) a proteinaceous subcoating over the core, and (c) an enteric coating over the proteinaceous subcoating. The multiparticulate dosage form is configured to release most of the menthol in the area of the GI tract where the inflammation is occurring.

Abstract: An L-menthol pharmaceutical dosage form includes an effective amount of L-menthol for treating a gastrointestinal disorder. The L-menthol is within a plurality of particulates having a core and an enteric coating over the core. The core includes an L-menthol source that is at least 80% pure L-menthol. The dosage form may be used to treat gastrointestinal disorders, such as irritable bowel syndrome.

Abstract: A composition comprises a therapeutically effective oral pharmaceutical dosage form. The dosage form includes an aqueous carrier material having an acidic pH and a plurality of individual pellets having a first dose of melatonin therein. The individual pellets comprises (i) a solid core; (ii) an active coating over the solid core, the active coating including melatonin and a hydrophilic binder; and (iii) an enteric coating over the active coating. A dissolution pH of the enteric coating is higher than the acidic pH of the aqueous carrier material.

Abstract: Cannabinoid oil compositions may be used to treat gastrointestinal disorders. An example of the composition is an oral multiparticulate dosage form including a plurality of individual particulates including a solid core with an effective amount of cannabinoid oil bound in microcrystalline cellulose therein and an enteric coating over the solid core.

Abstract: A valerian composition includes valerian and an acidifying agent blended together in a pharmaceutically acceptable hydrogel-forming polymer matrix. An expedited release portion of the dosage form includes 5% to 50% of the valerian and is effective to release the valerian therein within 2 hours from placement in a 0.1 N HCl solution. A sustained release portion of the dosage form includes the remainder of the valerian and is effective to release the valerian therein within 10 hours from placement in a phosphate buffer with a pH of 6.8.

Abstract: Cannabinoid oil compositions may be used to treat gastrointestinal disorders. An example of the composition is an oral multiparticulate dosage form including a plurality of individual particulates including a solid core with an effective amount of cannabinoid oil bound in microcrystalline cellulose therein and an enteric coating over the solid core.

Abstract: A composition comprises a therapeutically effective oral pharmaceutical dosage form. The dosage form includes an aqueous carrier material having an acidic pH and a plurality of individual pellets having a first dose of melatonin therein. The individual pellets comprises (i) a solid core; (ii) an active coating over the solid core, the active coating including melatonin and a hydrophilic binder; and (iii) an enteric coating over the active coating. A dissolution pH of the enteric coating is higher than the acidic pH of the aqueous carrier material.

Abstract: An oral melatonin pharmaceutical dosage form that contains a sustained release dose of melatonin includes melatonin and an acid dispersed in a hydrogel-forming polymer matrix that combine after ingestion to form an acidic hydrogel containing the melatonin.

Abstract: A melatonin composition has a dry granulation including a melatonin powder with a median melatonin particle size of 5 ?m to 40 ?m, a carboxylic acid powder, and a powder of a hydrogel-forming polymer. The dry granulation is combined with pharmaceutical excipients in a dry orally ingestible pharmaceutical dosage form adapted to absorb water upon ingestion and form a hydrogel including soluble melatonin and soluble carboxylic acid in the hydrogel, the carboxylic acid being in an amount sufficient to impart a pH of 4.4 or less to the hydrogel after ingestion.

Abstract: A method of treating a gastrointestinal disorder includes administering to a patient an effective amount of a multiparticulate dosage form including a plurality of individual spheroidal enteric coated cores having a diameter of 0.1 mm to 3 mm. The individual spheroidal enteric coated cores have (a) a core including menthol, (b) a proteinaceous subcoating over the core, and (c) an enteric coating over the proteinaceous subcoating. The multiparticulate dosage form is configured to release most of the menthol in the area of the GI tract where the inflammation is occurring.

Abstract: The present invention provides formulations that achieve effective delivery of methylnaltrexone compositions. The provided formulations are useful for preventing, treating delaying, diminishing or reducing the severity of side effects resulting from use of analgesic opioids.

Abstract: A composition includes a pharmaceutical dosage form configured to disintegrate in oral saliva and maintain a pH of 4 or less within the saliva during the time the dosage form is dissolving therein, the dosage form including a therapeutically effective amount of melatonin in a polymer carrier matrix and a sufficient amount of acid to impart the pH to the saliva, the amount of disintegrant being sufficient to cause the dosage form to completely disintegrate in the saliva within ten minutes from contacting the saliva.

Abstract: A composition includes a pharmaceutical tablet dosage form configured to disintegrate in oral saliva and maintain a pH of 4 or less within the saliva during the time the dosage form is dissolving therein, the dosage form including a therapeutically effective amount of melatonin in a carrier matrix, a disintegrant, and a sufficient amount of acid to impart the pH to the saliva, the amount of disintegrant being sufficient to cause the dosage form to completely disintegrate in the saliva within ten minutes from contacting the saliva.

Abstract: A valerian composition includes valerian and an acidifying agent blended together in a pharmaceutically acceptable hydrogel-forming polymer matrix. An expedited release portion of the dosage form includes 5% to 50% of the valerian and is effective to release the valerian therein within 2 hours from placement in a 0.1 N HCl solution. A sustained release portion of the dosage form includes the remainder of the valerian and is effective to release the valerian therein within 10 hours from placement in a phosphate buffer with a pH of 6.8.

Abstract: A method of making an L-menthol dosage form includes forming a wet granulation including an L-menthol source and at least one pharmaceutical excipient. The wet granulation is extruded into an extrudate and the extrudate is cut into individual core pieces. The individual core pieces are spheronized into individual spheronized cores and the individual spheronized cores are dried to form dried individual spheronized cores. The dried individual spheronized cores are spray coated with a liquid proteinaceous material that forms a film of a proteinaceous material over the dried individual spheronized cores. The film of proteinaceous material is dried over the dried individual spheronized cores to form individual subcoated cores. An enteric coating is applied and dried over the individual subcoated cores to form a plurality of individual enteric coated cores.

Abstract: A pharmaceutical dosage form includes an effective amount of L-menthol for treating a gastrointestinal disorder. The L-menthol is within a plurality of particulates having a core including crystalline L-menthol dissolved in a terpene-based essential oil. A proteinaceous coating of a continuous film of proteinaceous material is over the core.