EPFL Course - Optimization for Machine Learning - CS-439

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…

The implementation and comparison of recommender algorithms

Fast and Easy Infinite Neural Networks in Python

This repo offers a simple interface that helps you to read&summerize research papers in pdf format. You can ask some questions after reading. This interface is developed based on openai API and usi…

This is a repo for research proposal of Du Junye

Individual region detection with total variation

This is the repo of the CS439-Optimization for machine learning, EPFL

机器学习算法的公式推导以及numpy实现

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

An experiment on neural network.

This is a repo collecting famous and classical deep learning model basing on pytorch and d2l.

Basing on logisim, the design of cpu with pipeline.

Core number calculation in graph

This is a project comparing different data structure inside the apriori algorithm and evaluate their performance.

The analysis and prediction of TMDB dataset

SKPD: A General Framework of Signal Region Detection in Image Regression

The repository contains the necessary for computer science study

Solutions to Operations Research Homework