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Leon's Projects

ae_ts icon ae_ts

Auto encoder for time series

afs icon afs

Automatical feature selection machine learning

agriculture_knowledgegraph icon agriculture_knowledgegraph

农业知识图谱(KG):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

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

berkshire icon berkshire

NLP analysis of Warren Buffett's annual letters.

big-data-analysis icon big-data-analysis

Example code of big data analysis PySpark code for CTR, Regression, PCA, Recommendation System problems.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cleo icon cleo

Plotting on map projections

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

csvtogeojson icon csvtogeojson

A small python utility for converting CSV data to geoJSON

csvtojson icon csvtojson

A tool concentrating on converting csv data to JSON with customised parser supporting

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

el-grafo icon el-grafo

GSoC 2014 project - D3-based Bio4j data model visualization

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