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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

applied-ml

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

aser

awesome-incremental-learning

Awesome Incremental Learning

awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

bayesian-network-variable-elimination-gibbs-sampling

Binary discrete variables bayesian network with variable elimination. It has the same interface as pgmpy

bevfusion

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

build-the-barebones-of-an-online-marketplace

A Django REST API of the barebones of a an online marketplace for Shopify 2019 summer intern challenge.

cifar10-cnn-keras

Demonstrated some basic CNN models using CIFAR 10

cl-workshop-cvpr21-docker

coding-interview-university

A complete computer science study plan to become a software engineer.

compbench

CompBench evaluates the comparative reasoning of multimodal large language models (MLLMs) with 40K image pairs and questions across 8 dimensions of relative comparison: visual attribute, existence, state, emotion, temporality, spatiality, quantity, and quality. CompBench covers diverse visual domains, including animals, fashion, sports, and scenes.

compbenchreview

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

continual_learning_papers

Relevant papers in Continual Learning

cvpr20_clvision_challenge

1'st Place approach for CVPR 2020 Continual Learning Challenge

daisy-intelligence-hackathon-2019

Daisy Intelligence hackathon 2019

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

datasets-for-recommneder-systems

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

deep-autoencoder-recommendation

Keras implementation of AutoRec and DeepRecommender from Nvidia.

deep-autoencoders-for-collaborative-filtering

Using Deep Autoencoders for predictions of movie ratings.

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

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

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

fashion-recommendation

A clothing retrieval and visual recommendation model for fashion images.

flow

Computational framework for reinforcement learning in traffic control

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.