logo资料库

神经常微分方程教程（来自VIKRAM VOLETI）.pdf

发布时间：2022-05-31 发布人：admin 分类：说明书 资料大小：3.65M 资料格式：pdf 举报 版权申诉
第1页 / 共50页
第2页 / 共50页
第3页 / 共50页
第4页 / 共50页
第5页 / 共50页
第6页 / 共50页
第7页 / 共50页
第8页 / 共50页
资料共50页，剩余部分请下载后查看
    July 10th, 2020 A brief tutorial on Neural ODEs Vikram Voleti PhD student - Mila, University of Montreal Visiting Researcher - University of Guelph Prof. Christopher Pal Prof. Graham Taylor voletiv.github.io @ (virtual) Mila, Montreal, Canada
    1. Ordinary Differential Equations (ODEs) ○ Initial Value Problems ○ Numerical Integration methods ○ Fundamental theorem of ODEs 2. Neural ODEs 3. Later research Vikram Voleti A brief tutorial on Neural ODEs 2 / 40
    Ordinary Differential Equations (ODEs) 1st order Ordinary Differential Equation: Vikram Voleti A brief tutorial on Neural ODEs 3 / 40
    Ordinary Differential Equations (ODEs) Initial value problem: Many physical processes follow this template! Vikram Voleti A brief tutorial on Neural ODEs 4 / 40
    Ordinary Differential Equations (ODEs) Initial value problem: Solution: Vikram Voleti A brief tutorial on Neural ODEs 5 / 40
    Ordinary Differential Equations (ODEs) Initial value problem: Solution: What if this cannot be analytically integrated? Vikram Voleti A brief tutorial on Neural ODEs 6 / 40
    Ordinary Differential Equations (ODEs) Initial value problem: Solution: Approximations to i.e. Numerical Integration : ● ● Runge-Kutta methods ● Euler method ... Vikram Voleti A brief tutorial on Neural ODEs 7 / 40
    Ordinary Differential Equations (ODEs) Initial value problem: Solution: 1st-order Runge-Kutta / Euler’s method: Step size Update using derivative Vikram Voleti A brief tutorial on Neural ODEs 8 / 40 https://guide.freecodecamp.org/mathematics/differential-equations/eulers-method/
    分享到：
    赞 收藏

    相关推荐

    资料库

    人工智能

    共收录2047份资料，累计62个分类，关注成员有19位，主要包括：GNSS,Pico-SIM868-GSM,GPRS,NB-IoT,GPRSHAT,SIM7070GCat-M,GNSSHAT,GSM,NB-IoTHAT,SIM7080GCat-M,R800CGSM,SIM800CGSM,UPSPowerModule(B),UPSPowerModule,Pico-SIM7020C-NB-IoT,SIM7028NB-IoTHAT,SIM7020CNB-IoTHAT,SIM7000XNB-IoTHAT,A7670CCat-1HAT,A7600C1Cat-1,SIM7600X4G&LTECat-1HAT,SIM7600X4GDONGLE用户手册,RM520N-GL5GHAT,RM500Q-GL5GHAT,RM500U-CN5GHAT,SIM820X-M25GforJetsonNano,AudioCardforJetsonNano,SIM7600G-H4GforJetsonNano,OpenNCC-Lite-4G8M,IMX219-77Camera,13.3inche-PaperHAT,10.3inche-PaperHAT(D),10.3inche-PaperHAT,9.7inche-PaperHAT,7.8inche-PaperHAT,6inchHDTouche-PaperHAT,6inchHDe-PaperHAT,6inche-PaperHAT,5.83inche-PaperHAT(C),LCD-Clock-A,0.95inchRGBOLED(A),0.96inchRGBOLEDModule,0.96inchOLEDModule,0.96inchOLED(A),1.27inchRGBOLEDModule,1.3inchOLEDModule(C),1.3inchOLED(A),1.32inchOLEDModule,1.5inchRGBOLEDModule,1.5inchOLEDModule,JETSONORINNX,自然语言处理,搜索引擎,VR,计算广告,深度学习,机器学习

    热门标签

    GNSS Pico-SIM868-GSM GPRS NB-IoT GPRSHAT SIM7070GCat-M GNSSHAT GSM NB-IoTHAT SIM7080GCat-M R800CGSM SIM800CGSM UPSPowerModule(B) UPSPowerModule Pico-SIM7020C-NB-IoT SIM7028NB-IoTHAT SIM7020CNB-IoTHAT SIM7000XNB-IoTHAT A7670CCat-1HAT A7600C1Cat-1 SIM7600X4G&LTECat-1HAT SIM7600X4GDONGLE用户手册 RM520N-GL5GHAT RM500Q-GL5GHAT RM500U-CN5GHAT SIM820X-M25GforJetsonNano AudioCardforJetsonNano SIM7600G-H4GforJetsonNano OpenNCC-Lite-4G8M IMX219-77Camera 13.3inche-PaperHAT 10.3inche-PaperHAT(D) 10.3inche-PaperHAT 9.7inche-PaperHAT 7.8inche-PaperHAT 6inchHDTouche-PaperHAT 6inchHDe-PaperHAT 6inche-PaperHAT 5.83inche-PaperHAT(C) LCD-Clock-A 0.95inchRGBOLED(A) 0.96inchRGBOLEDModule 0.96inchOLEDModule 0.96inchOLED(A) 1.27inchRGBOLEDModule 1.3inchOLEDModule(C) 1.3inchOLED(A) 1.32inchOLEDModule 1.5inchRGBOLEDModule 1.5inchOLEDModule JETSONORINNX 自然语言处理 搜索引擎 VR 计算广告 深度学习 机器学习

    最新资料