Pinned Repositories
Applied-Machine-Learning
Repository for code assignments of Applied Machine Learning course by Prof. Lior Rokach in Ben-Gurion University
cs231n
cs231n assignments - Spring 2018 - by Eli Simhayev
Deep-Learning-Intro
Repository for code assignments of Deep Learning course by Dr. Gilad Katz in Ben-Gurion University
facial-segmentation-pytorch
simple solution for FASSEG dataset
hydra-sklearn-pipelines
Code accompanying the blogpost: "Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn" by Eli Simhayev & Benjamin Bodner
openai-evals-hebrew-word-gender-data
Data for OpenAI Evals - word gender of hebrew nouns.
Optimized-MC-Dropout-Using-DRL
Model MC-dropout in a Deep Reinforcement Learning (DRL) framework, to find the optimial passes needed for producing predefined confidence level.
Perturbative-Neural-Networks-CVPR18
Simplified implementation of the paper "Perturbative Neural Networks" in PyTorch
piven
Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
elisim's Repositories
elisim/piven
Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.
elisim/hydra-sklearn-pipelines
Code accompanying the blogpost: "Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn" by Eli Simhayev & Benjamin Bodner
elisim/Applied-Machine-Learning
Repository for code assignments of Applied Machine Learning course by Prof. Lior Rokach in Ben-Gurion University
elisim/facial-segmentation-pytorch
simple solution for FASSEG dataset
elisim/eeg-transformer
Analysis of Transformer attention in EEG signal classification
elisim/elisim.github.io
My personal page source code
elisim/swift-transformers
Swift Package to implement a transformers-like API in Swift
elisim/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
elisim/openai-evals-hebrew-word-gender-data
Data for OpenAI Evals - word gender of hebrew nouns.
elisim/Optimized-MC-Dropout-Using-DRL
Model MC-dropout in a Deep Reinforcement Learning (DRL) framework, to find the optimial passes needed for producing predefined confidence level.
elisim/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
elisim/uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
elisim/auditory-eeg-challenge-2024-code
Test
elisim/Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
elisim/blog
Public repo for HF blog posts
elisim/EEG-To-Text
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
elisim/elisim
elisim/End-to-End-Time-Series
This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK
elisim/evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
elisim/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
elisim/LaBraM
ICLR 2024 spotlight
elisim/lightning-hydra-template
PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡
elisim/moabb
Mother of All BCI Benchmarks
elisim/NICE-EEG
[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.
elisim/notebooks
Notebooks using the Hugging Face libraries 🤗
elisim/papers
papers I read and influenced by
elisim/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
elisim/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
elisim/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
elisim/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.