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Edith's Projects

algorithm-pattern icon algorithm-pattern

算法模板,最科学的刷题方式,最快速的刷题路径,你值得拥有~

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

deep-learning-from-scratch icon deep-learning-from-scratch

Source code and pdf from the book 《深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签)。

doctor-friende icon doctor-friende

Rasa-Doctor-Friende.A chinese medical chatbot based on Neo4j knowledge graph and Rasa.

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

fate icon fate

An Industrial Grade Federated Learning Framework

finbert icon finbert

BERT for Finance : UC Berkeley MIDS w266 Final Project

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

god-of-bigdata icon god-of-bigdata

大数据面试题,大数据成神之路开启...Flink/Spark/Hadoop/Hbase/Hive...

howdoi icon howdoi

instant coding answers via the command line

labs icon labs

Rmd source files for the HarvardX series PH525x

lihang icon lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

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.

moderndive_book icon moderndive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

prml icon prml

PRML algorithms implemented in Python

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