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Literature DB >> 27375369

CVXPY: A Python-Embedded Modeling Language for Convex Optimization.

Abstract

CVXPY is a domain-specific language for convex optimization embedded in Python. It allows the user to express convex optimization problems in a natural syntax that follows the math, rather than in the restrictive standard form required by solvers. CVXPY makes it easy to combine convex optimization with high-level features of Python such as parallelism and object-oriented design. CVXPY is available at http://www.cvxpy.org/ under the GPL license, along with documentation and examples.

Entities: Chemical Gene

Keywords: Python; conic programming; convex optimization; convexity verification; domain-specific languages

Year: 2016 PMID： 27375369 PMCID： PMC4927437

Source DB: PubMed Journal: J Mach Learn Res ISSN： 1532-4435 Impact factor: 3.654

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Cited

37 in total

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2. Platform-integrated mRNA isoform quantification.

Authors: Jiao Sun; Jae-Woong Chang; Teng Zhang; Jeongsik Yong; Rui Kuang; Wei Zhang
Journal: Bioinformatics Date: 2020-04-15 Impact factor: 6.937

3. DeCoDe: degenerate codon design for complete protein-coding DNA libraries.

Authors: Tyler C Shimko; Polly M Fordyce; Yaron Orenstein
Journal: Bioinformatics Date: 2020-06-01 Impact factor: 6.937

4. Fractional calculus in pharmacokinetics.

Authors: Pantelis Sopasakis; Haralambos Sarimveis; Panos Macheras; Aristides Dokoumetzidis
Journal: J Pharmacokinet Pharmacodyn Date: 2017-10-03 Impact factor: 2.745

5. Reconstruction of Cell Focal Adhesions using Physical Constraints and Compressive Regularization.

Authors: Joshua C Chang; Yanli Liu; Tom Chou
Journal: Biophys J Date: 2017-12-05 Impact factor: 4.033

6. Ex vivo drug screening defines novel drug sensitivity patterns for informing personalized therapy in myeloid neoplasms.

Authors: Michael A Spinner; Alexey Aleshin; Marianne T Santaguida; Steven A Schaffert; James L Zehnder; A Scott Patterson; Christos Gekas; Diane Heiser; Peter L Greenberg
Journal: Blood Adv Date: 2020-06-23

CVXPY: A Python-Embedded Modeling Language for Convex Optimization.

1. Toward Recovering Allele-specific Cancer Genome Graphs.

2. Platform-integrated mRNA isoform quantification.

3. DeCoDe: degenerate codon design for complete protein-coding DNA libraries.

4. Fractional calculus in pharmacokinetics.

5. Reconstruction of Cell Focal Adhesions using Physical Constraints and Compressive Regularization.

6. Ex vivo drug screening defines novel drug sensitivity patterns for informing personalized therapy in myeloid neoplasms.

7. Using LICHeE and BAMSE for Reconstructing Cancer Phylogenetic Trees.

8. Healthcare Event and Activity Logging.

9. Numerical differentiation of noisy data: A unifying multi-objective optimization framework.

10. A framework for estimating and testing qualitative interactions with applications to predictive biomarkers.