Essays about: "toolset"

Showing result 1 - 5 of 28 essays containing the word toolset.

  1. 1. Accelerating university-industry collaborations with MLOps : A case study about the cooperation of Aimo and the Linnaeus University

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Nico Pistor; [2023]
    Keywords : MLOps; Machine Learning Operations; Development Process; Machine Learning; Artificial Intelligence; DevOps; Collaboration;

    Abstract : Many developed machine learning models are not used in production applications as several challenges must be solved to develop and deploy ML models. Manual reimplementation and heterogeneous environments increase the effort required to develop an ML model or improve an existing one, considerably slowing down the overall process. READ MORE

  3. 2. Examination of pathway crosstalk and functional modules in papillary thyroid cancer dedifferentiation to anaplastic thyroid cancer

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Maria Panagiota Theodorou; [2023]
    Keywords : ;

    Abstract : Thyroid cancer, comprising well-differentiated follicular and papillary types, alongside less common medullary and anaplastic subtypes with poor prognoses, exhibits specific anaplastic cases resulting from papillary dedifferentiation, lacking precise molecular evidence. Utilizing Metascape, CTpathway and PathwAX II, the study integrates functional modules and pathway crosstalk for dedifferentiation analysis, conducting a comprehensive two-dimensional assessment of toolset’s functionality, compatibility, and interoperability. READ MORE

  4. 3. A form of movement

    University essay from Lunds universitet/Institutionen för arkitektur och byggd miljö

    Author : Anton Hansfeldt; [2023]
    Keywords : Movement; Motion; Digital tools; Parametric design; Folding; Origami; topology; geometry; Arts and Architecture;

    Abstract : The aim of this thesis is to investigate if a deeper relation between form and movement can be achieved and strengthened with the help of digital tools. The work consists of three phases, starting with a foundation of interdisciplinary research regarding different theories about form and movement. READ MORE

  5. 4. Low-power Acceleration of Convolutional Neural Networks using Near Memory Computing on a RISC-V SoC

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Kristoffer Westring; Linus Svensson; [2023]
    Keywords : FPGA; ASIC; Near Memory Computing; RISC-V; Convolutional Neural Network; Technology and Engineering;

    Abstract : The recent peak in interest for artificial intelligence, partly fueled by language models such as ChatGPT, is pushing the demand for machine learning and data processing in everyday applications, such as self-driving cars, where low latency is crucial and typically achieved through edge computing. The vast amount of data processing required intensifies the existing performance bottleneck of the data movement. READ MORE

  6. 5. Quality Control and Differential Analysis Tools for Sequencing Data with User-Friendly GUI Implementation Based on PySimpleGUI

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Mohit Bachan Singh Panwar; [2023]
    Keywords : ;

    Abstract : The paper details the development, implementation and assessment of a suite of bioinformatics tools, namely Adapter Trimmer, Quality Trimmer, Quality Filter  and two Differential Expression Analysis (DEA) tools based on existing libraries like edgeR via rpy2 and PyDESeq2. All these tools are unified within a consolodated graphical user interface (GUI), underscoring the focus on accessibility and user-centric design. READ MORE