ML course - EPFL Machine Learning Course, Fall 2021

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
EPFL Machine Learning and Optimization Laboratory
Pose Transformers: Human Motion Prediction with Non-Autoregressive Transformers

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OCRA (Object-Centric Recurrent Attention) source code

OCRA (Object-Centric Recurrent Attention) source code Hossein Adeli and Seoyoung Ahn Please cite this article if you find this repository useful: For

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Fluency ENhanced Sentence-bert Evaluation (FENSE), metric for audio caption evaluation. And Benchmark dataset AudioCaps-Eval, Clotho-Eval.

FENSE The metric, Fluency ENhanced Sentence-bert Evaluation (FENSE), for audio caption evaluation, proposed in the paper "Can Audio Captions Be Evalua

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CS506-Spring2022 - Code and Slides for Boston University CS 506

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Trainable Bilateral Filter Layer (PyTorch)

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FabianWagner 26 Dec 25, 2022
Tracing Versus Freehand for Evaluating Computer-Generated Drawings (SIGGRAPH 2021)

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Zach Zeyu Wang 23 Dec 09, 2022
JAX + dataclasses

jax_dataclasses jax_dataclasses provides a wrapper around dataclasses.dataclass for use in JAX, which enables automatic support for: Pytree registrati

Brent Yi 35 Dec 21, 2022
This is a yolo3 implemented via tensorflow 2.7

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2 Jan 17, 2022
Implementation for Shape from Polarization for Complex Scenes in the Wild

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Chenyang LEI 41 Dec 23, 2022
Do Neural Networks for Segmentation Understand Insideness?

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AugLiChem - The augmentation library for chemical systems.

AugLiChem Welcome to AugLiChem! The augmentation library for chemical systems. This package supports augmentation for both crystaline and molecular sy

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DockStream: A Docking Wrapper to Enhance De Novo Molecular Design

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AstraZeneca - Molecular AI 72 Jan 02, 2023
This repository holds the code for the paper "Deep Conditional Gaussian Mixture Model forConstrained Clustering".

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17 Oct 30, 2022
Implementation of the Remixer Block from the Remixer paper, in Pytorch

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2nd solution of ICDAR 2021 Competition on Scientific Literature Parsing, Task B.

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Run PowerShell command without invoking powershell.exe

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Official project repository for 'Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination'

NCAE_UAD Official project repository of 'Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination' Abstract In this p

Jongmin Andrew Yu 2 Feb 10, 2022
这是一个yolox-keras的源码,可以用于训练自己的模型。

YOLOX:You Only Look Once目标检测模型在Keras当中的实现 目录 性能情况 Performance 实现的内容 Achievement 所需环境 Environment 小技巧的设置 TricksSet 文件下载 Download 训练步骤 How2train 预测步骤 Ho

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[NeurIPS 2021] Garment4D: Garment Reconstruction from Point Cloud Sequences

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QAHOI: Query-Based Anchors for Human-Object Interaction Detection (paper)

QAHOI QAHOI: Query-Based Anchors for Human-Object Interaction Detection (paper) Requirements PyTorch = 1.5.1 torchvision = 0.6.1 pip install -r requ

38 Dec 29, 2022