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algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

artificial-intelligence

This course covers fundamental artificial intelligence and machine learning techniques useful for developing intelligent software tools to support engineering design and other engineering activities. The computational techniques covered include: search, constraint satisfaction, probability, data mining, pattern recognition, neural networks, optimization, and evolutionary computation. The course will examine both the theory behind these techniques and the issues related to their efficient implementation. The application of the techniques to engineering tasks, such as design representation and automation will be explored.

automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

blog

**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

caffe_cyclegan

A Caffe/C++ implementation of Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

coding-the-matrix

The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

cplusplus-_implementation_of_introduction_to_algorithms

《算法导论》第三版中算法的C++实现

cyclegan-1

Tensorflow implementation of CycleGANs

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

fast-neural-style

Feedforward style transfer

ga-toolbox

Genetic Algorithms Toolbox

ganspapercollection

gaot

Genetic Algorithm Optimization Toolbox

gaussqr

Tools for computation with positive definite kernels (RBFs) in approximation, optimization and PDEs

genetic-algorithm

遗传算法 - Matlab

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

insightface

Face Analysis Project on MXNet

insightface_for_face_recognition

a demo to use insightface

interview

Interview = 简历指南 + LeetCode + Kaggle

javabooks

Java 程序员常读书单整理，附下载地址，助力构建最强知识体系。但不限于 Java，包括设计模式、计算机网络、操作系统、数据库、数据结构与算法、大数据、架构、管理等等。

ksptot

KSP Trajectory Optimization Tool

lc-all-solutions

My own leetcode solutions by python

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode-1

🎓Leetcode solutions in Python 📚

lihang-code

《统计学习方法》的代码实现

linear-algebra-done-right-solutions

Solutions to Linear Algebra Done Right, Third Edition

matlaboptimizationtools

Some helpful scripts for running optimizations in Matlab