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STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
Large scale graph learning on a single machine.
Facial Expression Recognition with a deep neural network as a PyPI package
Facial Emotion Recognition on FER2013 Dataset Using a Convolutional Neural Network
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Detecting face profiles (i.e., frontal, left, and right) using face detection model MTCNN
Lightweight library to build and train neural networks in Theano
Facial Expression recognition using Spatio-temporal Gabor filters
Twitter conversation collection script, which collects all replies to a given tweet
The world's simplest facial recognition api for Python and the command line
This repository contains code for the paper "All-in-one: Multi-task Learning for Rumour Stance classification,Detection and Verification" by E. Kochkina, M. Liakata, A. Zubiaga
This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Google Research
Pytorch Implementation of GoEmotions 😍😢😱
A Survey and Experiments on Annotated Corpora for Emotion Classification in Text
Paper lists for Temporal Point Process
Implementation of the estimator for combining noisy observations from Dawid and Skene (1979)
CrowdTruth framework for crowdsourcing ground truth for training & evaluation of AI systems
WWW'2019: Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems
useful technical tips I wish I knew earlier in my phd life (latex, python/R visualization, web crawling/scraping, etc.)
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