Pinned Repositories
AI-TOD
Official code for "Tiny Object Detection in Aerial Images".
aiacademy_proj2_repo
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
CARL_code_fork4seminar
Pytorch code for Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning, CVPR2022.
despot
The DESPOT online POMDP solver
fed_trainers
federated_private_emg
This repo contains a fedrated learning library of the EMG dataset. Composed during Master Thessis research.
pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
summer_2022_Seismology
This repo descibes my developments and stuff I wrote during a summer internship at the GFZ.
write-pomdp-format
moshebeutel's Repositories
moshebeutel/fed_trainers
moshebeutel/federated_private_emg
This repo contains a fedrated learning library of the EMG dataset. Composed during Master Thessis research.
moshebeutel/summer_2022_Seismology
This repo descibes my developments and stuff I wrote during a summer internship at the GFZ.
moshebeutel/AI-TOD
Official code for "Tiny Object Detection in Aerial Images".
moshebeutel/dip_ex2
Implemtation of simple classic image processing algorithms. Composed as a part of Digital Image Processing Course in Engineering Faculty at Bar-Ilan
moshebeutel/differential-privacy
Google's differential privacy libraries.
moshebeutel/distill_to_detect
moshebeutel/distillation-exps
moshebeutel/DynamicPFL
nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
moshebeutel/filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
moshebeutel/flower_ood
This repo is used for ood solution based on Flower framework
moshebeutel/jetson-intro-to-distillation
A tutorial introducing knowledge distillation as an optimization technique for deployment on NVIDIA Jetson
moshebeutel/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
moshebeutel/large_vlm_distillation_ood
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability (ICCV 2023)
moshebeutel/leaf
Leaf: A Benchmark for Federated Settings
moshebeutel/mavsim_public
Repository for the textbook: Small Unmanned Aircraft: Theory and Practice, by Randy Beard and Tim McLain
moshebeutel/ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
moshebeutel/per_dif_priv_fed_embed
This repo contains code examining a research direction of my masters thessis. trying to achieve differential privacy while creatting a pesonalized model out of federated leaning scenario.
moshebeutel/Personalized-Diferentially-Private-Model---MSc-Research-Prposal
moshebeutel/pFedGP
Code for Personalized Federated Learning with Gaussian Processes
moshebeutel/private_fed_refactored
This repo is a new complete rewrite of private federated research for MSc Thessis. Based on old messy repo private_federated_emg
moshebeutel/private_flower
This repo contains implementations of differentially private federated learning using Flower framwork.
moshebeutel/Python
All Algorithms implemented in Python
moshebeutel/satlaspretrain_models
moshebeutel/simple_federated
This repo implements a minimal object oriented fedrated learning setting using pytorch.
moshebeutel/torch_cuda_ext_per_grad_ops
This repo contains implementation of pytorch cuda extension to some per gradient operations needed for differential privacy algorithms.
moshebeutel/UTorontoEmgAI
Datasets, Samplers,Preprocessing, Augmentatiopn and Models for EMG signal data collected at the University of Toronto
moshebeutel/venus_change_detection
moshebeutel/WebLaTex
A complete alternative for Overleaf with VSCode + Web + Git Integration + Copilot + Grammar & Spell Checker + Live Collaboration Support. Based on GitHub Codespace and Dev container.
moshebeutel/wwtool
Python Toolkit of Computer Vision Research.