Mikhail Nikitin's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
data-science-interviews
Data science interview questions and answers
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
ml-engineer-roadmap
WIP: Roadmap to becoming a machine learning engineer in 2020
data-science-interview-questions-and-answers
Data science interview questions with answers. Not ideally (yet)
pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
MaskTheFace
Convert face dataset to masked dataset
CurricularFace
CurricularFace(CVPR2020)
Awesome-FAS
Paper collection of about the face anti-spoofing
opensphere
A hyperspherical face recognition library based on PyTorch
readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
megaface-evaluation
A Simple Tool to Evaluate Your Models on Megaface Benchmark Implemented in Python and Mxnet
loss_function_search
Loss Function Search for Face Recognition