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Orlando Garcia's Projects

aialpha icon aialpha

Use unsupervised and supervised learning to predict stocks

avwx-api icon avwx-api

REST API for parsing aviation weather data

data-import icon data-import

Import data from and export data to a range of different file formats and media

flask-scaffold icon flask-scaffold

Prototype Database driven Web apps in Angular 6, Bootstrap 4 and REST API's with Flask (Python 3 framework)

genaug icon genaug

Code for GenAug: Data Augmentation for Finetuning Text Generators.

handson-unsupervised-learning icon handson-unsupervised-learning

도서 "핸즈온 비지도 학습 - 텐서플로, 케라스, 사이킷런을 활용한 알고리즘과 방법론, AI 활용 사례"의 코드 저장소입니다.

importexcel icon importexcel

PowerShell module to import/export Excel spreadsheets, without Excel

keras-textclassification icon keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mathematics-statistics-for-data-science icon mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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