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actions-ml-cicd

A Collection of GitHub Actions That Facilitate MLOps

applied-machine-learning

Repository for code assignments of Applied Machine Learning course by Prof. Lior Rokach in Ben-Gurion University

auditory-eeg-challenge-2024-code

Test

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

blog

Public repo for HF blog posts

compiler-in-c

compiler implementation in c using flex

cs231n

cs231n assignments - Spring 2018 - by Eli Simhayev

ctgan

Conditional GAN for generating synthetic tabular data.

deep-learning-intro

Repository for code assignments of Deep Learning course by Dr. Gilad Katz in Ben-Gurion University

deep-q-learning

Q-learning and Deep-Q-Learning from scratch using Open AI gym environments

deep_learning_prediction_intervals

ICML paper 'High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach'

deepregression

A Comprehensive Analysis of Deep Regression

deeptime-datahack2019

DeepTIME team repository for the Datahack 2019

eeg-to-text

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

eeg-transformer

Analysis of Transformer attention in EEG signal classification

elisim

elisim.github.io

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

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

facial-segmentation-pytorch

simple solution for FASSEG dataset

hydra

Hydra is a framework for elegantly configuring complex applications

hydra-sklearn-pipelines

Code accompanying the blogpost: "Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn" by Eli Simhayev & Benjamin Bodner

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

ipiv

The official implementation of the paper "IPIV: Integrated Prediction Intervals and Specific Value Predictions for Regression Problems Using Neural Networks" by Eli Simhayev, Gilad Katz and Lior Rokach.

labram

ICLR 2024 spotlight

lightning-hydra-template

PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡

linux-shell

simple C implementation for a Linux shell

madewithml

Learn how to responsibly deliver value with ML.

membership-code

Zero-Knowledge Membership Inference Attacks Against Black-Box Models