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DowhyDoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
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emotion-recognition-GANThis project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN
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Emotion and Polarity SOAn emotion classifier of text containing technical content from the SE domain
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GraknTypeDB: a strongly-typed database
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Causal Reading GroupWe will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
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ercEmotion recognition in conversation
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causal-learnCausal Discovery for Python. Translation and extension of the Tetrad Java code.
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causeinferMachine learning based causal inference/uplift in Python
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typedbTypeDB: a strongly-typed database
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typeqlTypeQL: the query language of TypeDB - a strongly-typed database
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cfml toolsMy collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable and useful in the business context
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dissertation🎓 📜 This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.
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causal-mlMust-read papers and resources related to causal inference and machine (deep) learning
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sklearn-audio-classificationAn in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
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MeldMELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
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DialoFlowCode for ACL 2021 main conference paper "Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances".
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Awesome-Neural-LogicAwesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断,神经逻辑,强人工智能逻辑推理前沿领域。
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DialogueGraphOpen-source node-based tool for developing branching conversation trees
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iPerceiveApplying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
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DeltaDELTA is a deep learning based natural language and speech processing platform.
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cfvqa[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
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habitus🏄 State-of-the-art Tracker for emotions, habits and thoughts. | Gamified. | Anonymous and open source. | Healthiest version of you
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facial-expression-recognitionThe main purpose of the project - recognition of emotions based on facial expressions. Cohn-Kanade data set (http://www.pitt.edu/~emotion/ck-spread.htm) is used for explorations and training
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CIANImplementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus
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awesome-rust-formalized-reasoningAn exhaustive list of all Rust resources regarding automated or semi-automated formalization efforts in any area, constructive mathematics, formal algorithms, and program verification.
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intruder-detector-pythonBuild an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.
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monad-uiUtility First CSS-in-JS
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Distill-BERT-TextgenResearch code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
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rebass⚛️ React primitive UI components built with styled-system.
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perfect match➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.
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gospnA free, open-source inference and learning library for Sum-Product Networks (SPN)
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plexusPlexus - Interactive Emotion Visualization based on Social Media
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monai-deployMONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
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mediapipe plusThe purpose of this project is to apply mediapipe to more AI chips.
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R-BERTPytorch re-implementation of R-BERT model
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Leo-IIIAn Automated Theorem Prover for Classical Higher-Order Logic with Henkin Semantics
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Wisty.js🧚♀️ Chatbot library turning conversations into actions, locally, in the browser.
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css-in-js-media🎨 Deal with responsive design simply when use CSS-in-JS (styled-components,emotion.js)
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KGReasoningMulti-Hop Logical Reasoning in Knowledge Graphs
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SINCausal Effect Inference for Structured Treatments (SIN) (NeurIPS 2021)
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ims📚 Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference.
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Senti4SDAn emotion-polarity classifier specifically trained on developers' communication channels
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FacialEmotionRecognitionUsing Extended Cohn-Kanade AU-Coded Facial Expression Database to classify basic human facial emotion expressions using ann
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german-sentiment-libAn easy to use python package for deep learning-based german sentiment classification.
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chronistLong-term analysis of emotion, age, and sentiment using Lifeslice and text records.
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