riccardocadei

coding-interview-university

A complete computer science study plan to become a software engineer.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

giskard

🐢 Open-Source Evaluation & Testing framework for LLMs and ML models

pycre

Causal-Inference-Project

Project for Causal Inference course at EPFL

NetworkCausalTree

Package for heterogeneous treatment and spillover effects under network interference

joss-reviews

Reviews for the Journal of Open Source Software

CRE

The Causal Rule Ensemble Method

GPCERF

CausalGPS

Matching on generalized propensity scores with continuous exposures

sharp

R package sharp (Stability-enHanced Approaches using Resampling Procedures).

cookiecutter-pypackage

Cookiecutter template for a Python package.

diffusionbee-stable-diffusion-ui

Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.

CRE

The Causal Rule Ensemble Method

CRE

The Causal Rule Ensemble Method

SB-SSL

Code repository for the paper https://openaccess.thecvf.com/content/CVPR2022/papers/Sirotkin_A_Study_on_the_Distribution_of_Social_Biases_in_Self-Supervised_CVPR_2022_paper.pdf @ CVPR-2022

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

dytox

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

causalmotion

[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective

ConvNeXt

Code release for ConvNeXt model

reionisation_ML

Neural Networks to estimate the ionisation rate in the Epoch of Reionisation

Robust-Journey-Planning

Robust and Efficient Journey Planning for Switzerland - @ EPFL

OptML_course

EPFL Course - Optimization for Machine Learning - CS-439

adahessian

Discussion of advantages and disadvantages of AdaHessian, a state-of-the-art Second Order Methods over First Order Methods on a Non-Convex Optimization Problem (digits classification on MNIST database using ResNet18). - @ EPFL

dedeswim.github.io

My personal website, hosted on GitHub Pages, built with Hugo

deeplearning-framework

Mini Deep Learning framework to create and train simple Neural Network (i.e. Multi Layer Perceptron) through Back-Propagation Algorithm using only PyTorch's tensor definition and elementary mathematical operations.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

photovoltaic-detection

Detecting available rooftop area from satellite images to install photovoltaic panels - LESO-PB Lab @ EPFL

aml-lecture-notes

Advanced Machine Learning course at ETH Zürich Fall 2020