Yana's starred repositories
mistral-inference
Official inference library for Mistral models
Power-Iteration-SVD
Backpropagation-Friendly-Eigendecomposition
dex-ycb-toolkit
A Python package that provides evaluation and visualization tools for the DexYCB dataset
awesome-implicit-representations
A curated list of resources on implicit neural representations.
Deep-Metric-Learning-CVPR16
Main repository for Deep Metric Learning via Lifted Structured Feature Embedding
nerf-pytorch
A PyTorch re-implementation of Neural Radiance Fields
contra-hand
Code in conjunction with the publication 'Contrastive Representation Learning for Hand Shape Estimation'
superquadric_parsing
Code for "Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids", CVPR 2019
hand_detector.d2
Hand detection models trained on 100DOH (100 Days of Hands) dataset.
neural-blend-shapes
An end-to-end library for automatic character rigging, skinning, and blend shapes generation, as well as a visualization tool [SIGGRAPH 2021]
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
spinningup
An educational resource to help anyone learn deep reinforcement learning.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
point-transformer-pytorch
Implementation of the Point Transformer layer, in Pytorch
lambda-networks
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
cr_grasper
columbia robotics grasping simulator
FewShotViewpoint
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
predicting-physical-dynamics
Code for "Predicting the Physical Dynamics of Unseen 3D Objects" presented at WACV 2020.