Yifan Fei's repositories
SatiricalNews
Designed an NLP based satirical news classification system.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.
CLRS
:notebook:Solutions to Introduction to Algorithms
coursera
Source Code and Starter Code for Accelerated Computer Science Fundamentals Specialization on Coursera
Docker-and-Kubernetes-The-Complete-Guide
[DevOps] [Stephen Grider] Docker and Kubernetes: The Complete Guide [ENG, 2018]
Full-Stack-Deep-Learning--UCB-Spring-2021
Full Stack Deep Learning including model development and deployment by using PyTorch, Docker, and AWS Lambda.
Spring_n_Hibernate
Projects of Spring and Hibernate
Udemy_Apache_Spark_n_Scala
The learning materials and my exercises of Udemy Spark&Scala course
CS573-Data-Mining
Course materials, labs, and projects of data mining
DataCamp_Projects
Machine learning/data mining/visualization projects on Data Camp
faiss
A library for efficient similarity search and clustering of dense vectors.
LCEveryday
One leetcode a day keeps unemployment away!
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
MachineLearning_Python
机器学习算法python实现
ML_prep
Machine Learning interview prep guide
MLFromScratch
This project includes multiple Machine Learning & Deep Learning Algorithms developed with Python from scratch.
PyTorch-Tutorial
Build your neural network easy and fast
pytorchTutorial
PyTorch Tutorials from my YouTube channel
theWebDevelopmentBootcamp2020
This folder includes labs and projects of the Web Development Bootcamp from Udemy.
treelstm.pytorch
Tree LSTM implementation in PyTorch
TreeLSTMSentiment
Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
tutorials
机器学习相关教程