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taoyao1221's Projects

agriculture_knowledgegraph icon agriculture_knowledgegraph

农业知识图谱:农业领域的信息检索,命名实体识别,关系抽取,分类树构建,数据挖掘

colorization icon colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

colornet icon colornet

Neural Network to colorize grayscale images

cubic_reg icon cubic_reg

Implementation of Nesterov and Polyak's (2006) cubic regularization algorithm and Cartis et al's (2011) adaptive cubic regularization algorithm

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deeplearning.ai icon deeplearning.ai

The notes and answers of Adrew Ng's coursera course: deeplearning.ai

digits icon digits

Deep Learning GPU Training System

dlnd icon dlnd

Udacity - Deep Learning Nano Degree, Materials and Projects

dlnd-1 icon dlnd-1

Udacity Deep Learning Foundations Nanodegrees

flasky icon flasky

Companion code to my O'Reilly book "Flask Web Development".

gose icon gose

local minima finding algorithm that can escape from saddle point in one step

pip-pop icon pip-pop

Tools for managing requirements files.

semantic-ui icon semantic-ui

Semantic is a UI component framework based around useful principles from natural language.

straug icon straug

Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.

subsampled_cubic_regularization icon subsampled_cubic_regularization

Source code for "Sub-sampled Cubic Regularization for Non-convex Optimization", JM Kohler, A Lucchi, https://arxiv.org/abs/1705.05933

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