Morphling89

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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

data-science-interviews

Data science interview questions and answers

MachineLearning_Python

机器学习算法python实现

RSPapers

A Curated List of Must-read Papers on Recommender System.

Ad-papers

Papers on Computational Advertising

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

AI_Tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

kubelabs

Get Started with Kubernetes

Reflection_Summary

算法理论基础知识应知应会

data-science-question-answer

A repo for data science related questions and answers

DS-Take-Home

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

Data-Science-Competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

Humpback-Whale-Identification-1st-

https://www.kaggle.com/c/humpback-whale-identification

pneumothorax-segmentation

SIIM-ACR Pneumothorax Segmentation first place solution

Humpback-Whale-Identification

Humpback Whale Identification

severstal-steel-defect-detection

Kaggle Segmentation Challenge

cvpr2020-plant-pathology

Reading-List

Reading list on deep learning

system-design-in-practice

Get ready for System Design Interviews using practical examples.

kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

kaggle-porto-seguro

2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction

combat-wombat-bias-in-toxicity

COMBAT WOMBAT's 4th place solution to Kaggle competition Jigsaw Unintended Bias in Toxicity Classification

kaggle-ieee

Kaggle_Ship_Detection_2018

Airbus Ship Detection Challenge 10th Code.

CellSignal-Cell-Image-Analysis

Disentangling biological signal from experimental noise in cellular images.

kaggle-champs-scalar-coupling

19th place solution in "Predicting Molecular Properties"

Kaggle_Santa_2019

Solution for Kaggle Sant competition https://www.kaggle.com/c/santa-workshop-tour-2019/overview