sherlockholmes163 Goto Github PK

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

computational-intelligence

记录计算智能优化算法的学习笔记，通过阅读论文并复现的形式加深对相关的启发式智能优化的理解。

concrete-compressive-strength-prediction

Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the concrete compressive strength. A comparative analysis will be performed to identify the best model for our prediction in terms of accuracy. The best model will be helpful for civil engineers in choosing the appropri

concrete-compressive-strength1

Concrete Compressive Strength Prediction using Machine Learning

deep-learning-for-image-processing_-wz

deep learning for image processing including classification and object-detection etc.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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

gwosvr

Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)

hybrid-pso_svr

indeedopt

An optimization framework using Latin Hypercube Design and deep learning to explore high-dimensional parameter spaces.

kaggle-house-price-forecast

kaggle经典项目——房价预测，private榜top13%

learning_research

本人的科研经验

leedl-tutorial_-2021-

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning-in-action-python3

《机器学习实战》的python3源码

machine-learning-jack-cherish

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine_learn_reading_notes

关于算法、机器学习的一些读书笔记，思维导图

machinelearning

Basic Machine Learning and Deep Learning

machinelearning--

刘建平-My blogs and code for machine learning. http://cnblogs.com/pinard

machinelearning_python

机器学习算法python实现

mcm-model-learning

数学建模算法学习仓库-启发式算法仓库

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mobilenet-yolo-pytorch

Include mobilenet series (v1,v2,v3...) and yolo series (yolov3,yolov4,...)

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

predicting-concrete-compressive-strength

Using Machine learning to predict the compressive strength of a concrete mixture

pso-based-svr

PSO-Based-SVR to forecast potential delay time of bus arrival. Applied on City of Edmonton real data.

svm

Tutorial: Support Vector Machine from scratch using Python3

svm_mnist_digit_classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

thorough-pytorch

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/