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alysia2019's Projects
accuracy-evaluation-matlab
A MATLAB implementation for calculating the accuracy metrics (Accuracy, Error Rate, Precision(micro/macro), Recall(micro/macro), Fscore(micro/macro)) for classification tasks based on the paper http://www.sciencedirect.com/science/article/pii/S0306457309000259.
aidapy
A script for the computation of 544 physicochemical and biochemical properties extracted from the AAindex database
aidapy-a-script-written-in-python-3-for-the-calculation-of-566-amino-acid-properties.
AIDApy is a script written in Python 3 for the calculation of 566 physicochemical and biochemical properties of amino acids extracted from the database https://www.genome.jp/aaindex/.
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
async-rl
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
atari-representation-learning
Code for "Unsupervised State Representation Learning in Atari"
autoprognosis
Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
awesome-adversarial-machine-learning
A curated list of awesome adversarial machine learning resources
awesome-ai-one-click-deployment
This is the repo for one-click or simple deployment of AI projects and applications
awesome-graph-based-semi-supervised-learning
A collection of resources for graph-based semi-supervised learning (GSSL).
awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
awesome-transformer
A collection of transformer's guides, implementations and variants.
banditpam
BanditPAM (arxiv.org/abs/2006.06856) C++ implementation and Python package
bayesianoptimization
A Python implementation of global optimization with gaussian processes.
bingcoronavirusqueryset
Dataset containing Aggregated and anonymized queries from across the world with Coronavirus intent.
books
Awesome Books
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
chemprop
Message Passing Neural Networks for Molecule Property Prediction
coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
comp3005
COMP3005 Computer Vision Part II - Lecture Materials
comp3204
COMP3204/COMP6223 Computer Vision (Part II Lecture Materials)
comp6208
COMP6208 Advanced Machine Learning Lecture Material
comp6223-computer-vision
University of Southampton COMP6223 Computer Vision (MSc) 2020-2021
comp6237
COMP6237 "Data Mining" Lecture Material
comp6248
Deep Learning and Differentiable Programming
coms4995-s19
COMS W4995 Applied Machine Learning - Spring 19
conference-acceptance-rate
Acceptance rates for the major AI conferences
continuous-control
Udactity - Deep Reinforcement Learning - Project 2
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