Pinned Repositories
867-Project
awesome-equivariant-network
Paper list for equivariant neural network
FoosRank
A leaderboard system for foosball games :soccer:
privacy-induces-robustness
Code for "Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation"
SGMRL
Codebase for SG-MRL (On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning)
whocreatedme
Automate file origin tracking in your projects
Wireless-3D-pose-tracking
Advanced systems have been developed to enable accurate room-scale 3D tracking for virtual reality applications. Steam has recently made these tools available for community development (https://partner.steamgames.com/vrlicensing, https://www.triadsemi.com/steamvr-tracking/). These tools can be leveraged to enable wireless 6-degree of freedom tracking of freely moving animals for experimental neuroscience. This would provide a large number of benefits compared to current video-based tracking technology and would likely become the _de-facto gold-standard method in the field, once implemented. A functional system requires the development of calibration and sensor fusion algorithms to combine 15-60Hz room-scale optical tracking with 500Hz local inertial reference frame data. This UROP would focus on the development and verification of these algorithms in a high level programming language and then implementing them on existing head-borne FPGAs and microcontrollers being used in the Wilson lab for behavioral research.
trak
A fast, effective data attribution method for neural networks in PyTorch
kristian-georgiev's Repositories
kristian-georgiev/Wireless-3D-pose-tracking
Advanced systems have been developed to enable accurate room-scale 3D tracking for virtual reality applications. Steam has recently made these tools available for community development (https://partner.steamgames.com/vrlicensing, https://www.triadsemi.com/steamvr-tracking/). These tools can be leveraged to enable wireless 6-degree of freedom tracking of freely moving animals for experimental neuroscience. This would provide a large number of benefits compared to current video-based tracking technology and would likely become the _de-facto gold-standard method in the field, once implemented. A functional system requires the development of calibration and sensor fusion algorithms to combine 15-60Hz room-scale optical tracking with 500Hz local inertial reference frame data. This UROP would focus on the development and verification of these algorithms in a high level programming language and then implementing them on existing head-borne FPGAs and microcontrollers being used in the Wilson lab for behavioral research.
kristian-georgiev/SGMRL
Codebase for SG-MRL (On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning)
kristian-georgiev/whocreatedme
Automate file origin tracking in your projects
kristian-georgiev/FoosRank
A leaderboard system for foosball games :soccer:
kristian-georgiev/privacy-induces-robustness
Code for "Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation"
kristian-georgiev/867-Project
kristian-georgiev/awesome-equivariant-network
Paper list for equivariant neural network
kristian-georgiev/blog
Build a Jekyll blog in minutes, without touching the command line.
kristian-georgiev/conda_env
conda times
kristian-georgiev/dotfiles
A set of vim, zsh, git, and tmux configuration files.
kristian-georgiev/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
kristian-georgiev/garage
A toolkit for reproducible reinforcement learning research.
kristian-georgiev/dotfiles-config
kristian-georgiev/HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
kristian-georgiev/implicit-bias-of-linear-equivariant-networks
Code for Implicit Bias of Linear Equivariant Networks
kristian-georgiev/kristian-georgiev.github.io
Personal website
kristian-georgiev/learn2learn
A PyTorch Library for Meta-learning Research
kristian-georgiev/MIC-workshop-code
kristian-georgiev/modeldiff
kristian-georgiev/nvgpu
NVIDIA GPU tools - monitoring on CLI & web app with multiple agents
kristian-georgiev/Perfect-Matchings
A script that generates a random biadjacency matrix for a d-regular bipartite graph in linear time and computes the parity of its determinant.
kristian-georgiev/robustness_rot
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
kristian-georgiev/setup.py
📦 A Human's Ultimate Guide to setup.py.
kristian-georgiev/stopwords-de
German stopwords collection
kristian-georgiev/TRAK-1
Code for TRAK: Understanding Model Predictions at Scale