ML course - EPFL Machine Learning Course, Fall 2021

Last update: Jan 04, 2023

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Overview

EPFL Machine Learning Course CS-433

Machine Learning Course, Fall 2021

Repository for all lecture notes, labs and projects - resources, code templates and solutions. Videos available here on youtube.

The course website and syllabus is available here: https://www.epfl.ch/labs/mlo/machine-learning-cs-433/

Contact us if you have any questions, via the discussion forum (password on moodle for EPFL students), or email to the assistants or teachers. Please create issues and pull requests here using the menu above.

Owner

EPFL Machine Learning and Optimization Laboratory

GitHub Repository https://www.epfl.ch/labs/mlo/machine-learning-cs-433/

An OpenAI-Gym Package for Training and Testing Reinforcement Learning algorithms with OpenSim Models

Authors: Utkarsh A. Mishra and Dr. Dimitar Stanev Advisors: Dr. Dimitar Stanev and Prof. Auke Ijspeert, Biorobotics Laboratory (BioRob), EPFL Video Pl

16 Dec 13, 2022

The most simple and minimalistic navigation dashboard.

Navigation This project follows a goal to have simple and lightweight dashboard with different links. I use it to have my own self-hosted service dash

23 Dec 23, 2022

The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network.

UNet-SIDE The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network. For Super Reso

1 Jan 13, 2022

Deep Image Search is an AI-based image search engine that includes deep transfor learning features Extraction and tree-based vectorized search.

Deep Image Search - AI-Based Image Search Engine Deep Image Search is an AI-based image search engine that includes deep transfer learning features Ex

139 Jan 01, 2023

ML course - EPFL Machine Learning Course, Fall 2021

Related tags

Overview

EPFL Machine Learning Course CS-433

Owner

EPFL Machine Learning and Optimization Laboratory

An OpenAI-Gym Package for Training and Testing Reinforcement Learning algorithms with OpenSim Models

The most simple and minimalistic navigation dashboard.

The undersampled DWI image using Slice-Interleaved Diffusion Encoding (SIDE) method can be reconstructed by the UNet network.

Deep Image Search is an AI-based image search engine that includes deep transfor learning features Extraction and tree-based vectorized search.

ConvMixer unofficial implementation

X-modaler is a versatile and high-performance codebase for cross-modal analytics.

Create and implement a deep learning library from scratch.

AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning

Laser device for neutralizing - mosquitoes, weeds and pests

QAT(quantize aware training) for classification with MQBench

PyTorch implementation of our paper How robust are discriminatively trained zero-shot learning models?

Simple and Distributed Machine Learning

Pre-trained NFNets with 99% of the accuracy of the official paper

A Player for Kanye West's Stem Player. Sort of an emulator.

SpanNER: Named EntityRe-/Recognition as Span Prediction

Generate images from texts. In Russian. In PaddlePaddle

Using modified BiSeNet for face parsing in PyTorch

Official code for 'Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentationon Complex Urban Driving Scenes'

A rule learning algorithm for the deduction of syndrome definitions from time series data.

A universal memory dumper using Frida