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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

2d-motion-retargeting

PyTorch implementation for our paper Learning Character-Agnostic Motion for Motion Retargeting in 2D, SIGGRAPH 2019

acousticnlos

Processing code for acoustic non-line-of-sight imaging

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

adversarialnetspapers

The classical papers and codes about generative adversarial nets

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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

animateddrawings

Code to accompany "A Method for Animating Children's Drawings of the Human Figure"

automated-interpretability

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-libgen

😎 Awesome list of Library Genesis, the world's largest free library.

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

brancher

A user-centered Python package for differentiable probabilistic inference

caffe

Caffe: a fast open framework for deep learning.

caffe-tutorial

DIY Deep Learning for Vision: a Hands-On Tutorial with Caffe

calculator

Windows Calculator: A simple yet powerful calculator that ships with Windows

causalml

Uplift modeling and causal inference with machine learning algorithms

chainer

A flexible framework of neural networks for deep learning

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

chainermn

ChainerMN: Scalable distributed deep learning with Chainer

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cnn-visualization

CNN可视化、理解CNN

coco_data

coco datasets

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

cpp-cheat-sheet

C++ Syntax, Data Structures, and Algorithms Cheat Sheet

cpp-ethereum

Ethereum C++ client

cs231n.github.io

Public facing notes page

darkflow

translate darknet to tensorflow. Load trained weights, retrain/fine-tune them using tensorflow, export constant graph def to C++