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lianyi's Projects

fer2013 icon fer2013

Facial Emotion Recognition on FER2013 Dataset Using a Convolutional Neural Network

generative-ai-with-llms icon generative-ai-with-llms

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

github-auto-deploy icon github-auto-deploy

a server that allows you to automatically deploy the latest version of your github project at each git push

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

heartex icon heartex

Read heart rate data (using the pulse sensor) and compute heart rate variability parameters.

introduction-nlp icon introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

istar icon istar

istar is a software-as-a-service platform for bioinformatics and chemoinformatics.

keras-js icon keras-js

Run Keras models in the browser, with GPU support using WebGL

keras-rcnn icon keras-rcnn

Keras package for region-based convolutional neural networks

learning-d3 icon learning-d3

Examples and development environment for Learning Data Visualization with D3.js, second edition (2016, Packt Publishing)

lung_diagnostics icon lung_diagnostics

Keras implementation of Noise Masking RNN for respiratory sound classification

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mean icon mean

The MEAN stack uses Mongo, Express, Angular(4) and Node for simple and scalable fullstack js applications

nightingale icon nightingale

Data visualisation web components for the life sciences.

node-muse icon node-muse

An NPM module which provides an event driven OSC message receiver for the Muse Brainwave Band.

nvmw icon nvmw

Simple Node Version Manager for Windows

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