包含课程为:Python,机器学习入门,中极机器学习,数据可视化,Pandas,特征学习,深度学习,SQL入门,SQL进阶,地理空间分析,机器学习可解释性。推荐等级::heart::heart::heart::heart:! Introtodeeplearning:MIT 6.S191:全面、公开,还有业界反馈的深度学习课。每周更新一次课程视频,还提供了 PPT 和 Lab Session 的内容。
Evaluation of the deep-learning model was conducted in a twofold manner. First, we evaluated the volumetric segmentation quality by assessing, for each voxel, whether it was correctly classified as foreground or background using pymia51. A volumetric quality assessment gave us TPs, FPs, FNs and...
Evaluation of the deep-learning model was conducted in a twofold manner. First, we evaluated the volumetric segmentation quality by assessing, for each voxel, whether it was correctly classified as foreground or background using pymia51. A volumetric quality assessment gave us TPs, FPs, FNs and...
. The relatively high percentage of cases (36%) in which predictions were not perceived as useful was substantially affected by the number of serious cases that were already being recognized and managed by the CMHTs. Nevertheless, the clinicians opted to receive the list of patients at the high...
Python programming language was used for data analysis; the Pandas library was used for data loading, processing, and compiling. Scikit learn library was used for train test splitting. For visualization, seaborn and matplotlib libraries were used. NumPy, SciPy, and scikit-learn were used for calcu...
Additional Python libraries used include BioPython,45 NumPy,46 and pandas.47 Principal components analysis Dimensionality reduction of encoded whole coronavirus genomes was performed primarily using R scripts. The MSA was converted to cell-based representations in a CSV file, followed by one hot ...
et al. A study on giant panda recognition based on images of a large proportion of captive pandas. Ecol. Evol. 10, 3561– 3573. https://doi.org/10.1002/ece3.6152 (2020). 56. Ferreira, A. et al. Deep learning-based methods for individual recognition in ...
(Sus scrofa domesticus)50, manta rays (Mobula birostris)51, common dolphins (Delphinus delphis)52, chimpanzees (Pan troglodytes verus)53, red pandas (Ailurus fulgens)54, giant pandas (Ailuropoda melanoleuca)55, birds (e.g. sociable weaver (Philetairus socius), great tit (Parus major), zebra...
NumPy-1.26.4, Pandas-2.1.4, and PIL-9.4.0 were used for numeric computing and data handling, respectively. Lastly, Matplotlib-3.7.1 was used to plot the experimental results. All experiments were conducted using the default hyperparameter configurations for models and algorithms readily available ...
NumPy-1.26.4, Pandas-2.1.4, and PIL-9.4.0 were used for numeric computing and data handling, respectively. Lastly, Matplotlib-3.7.1 was used to plot the experimental results. All experiments were conducted using the default hyperparameter configurations for models and algorithms readily available ...