Yana's starred repositories
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
spinningup
An educational resource to help anyone learn deep reinforcement learning.
mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
awesome-implicit-representations
A curated list of resources on implicit neural representations.
lambda-networks
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
nerf-pytorch
A PyTorch re-implementation of Neural Radiance Fields
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]
point-transformer-pytorch
Implementation of the Point Transformer layer, in Pytorch
Deep-Metric-Learning-CVPR16
Main repository for Deep Metric Learning via Lifted Structured Feature Embedding
dex-ycb-toolkit
A Python package that provides evaluation and visualization tools for the DexYCB dataset
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.
Power-Iteration-SVD
Backpropagation-Friendly-Eigendecomposition
FewShotViewpoint
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
contra-hand
Code in conjunction with the publication 'Contrastive Representation Learning for Hand Shape Estimation'
cr_grasper
columbia robotics grasping simulator
predicting-physical-dynamics
Code for "Predicting the Physical Dynamics of Unseen 3D Objects" presented at WACV 2020.