FairAIThis is a collection of papers and other resources related to fairness.
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interpretable-mlTechniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
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Awesome Humane TechPromoting Solutions that Improve Wellbeing, Freedom and Society
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fabrica-collaborative-editingPlugin to make WordPress more Wiki-like by allowing more than one person to edit the same Post, Page, or Custom Post Type at the same time. When there are conflicting edits, it helps users to view, compare, and merge changes before saving.
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normalizing-flowsImplementations of normalizing flows using python and tensorflow
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NoMLA notebook for machine learning interview
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perceptronThe simplest Perceptron you'll ever see
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Data-Scientist-In-PythonThis repository contains notes and projects of Data scientist track from dataquest course work.
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zoofszoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
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SimplePHPA small query builder project designed to assist daily routines and speed up the process of communicating with the database.
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artificial neural networksA collection of Methods and Models for various architectures of Artificial Neural Networks
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Upside-Down-Reinforcement-LearningUpside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.
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extra-modelCode to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
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CTjsCTjs is a full set of classes necessary to work with any kind of Certificate Transparency log (V1 as from RFC6962, or V2 as from RFC6962-bis). In CTjs you could find all necessary validation/verification functions for all related data shipped with full-featured examples showning how to validate/verify. Also in scope of CTjs I made code showing e…
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code-of-conductInternal documentation of the DSF Code of Conduct committee
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taller SparkRTaller SparkR para las Jornadas de Usuarios de R
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Handwritten-Digits-Classification-Using-KNN-Multiclass Perceptron-SVM🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
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online-course-recommendation-systemBuilt on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.
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transparencia-dados-abertos-brasilA survey of Brazilian states' and municipalities' transparency and open data portals, as well as institutional websites, obtained from several public data sources. 🇧🇷 Levantamento de portais estaduais e municipais de transparência e dados abertos, bem como os portais institucionais, obtido a partir de diversas fontes públicas de dados.
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oxygenjsThis a JavaScript Library for the Numerical Javascript and Machine Learning
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NeuroEvolution-Flappy-BirdA comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python
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ML-For-Beginners12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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Anomaly Detectionanomaly detection with anomalize and Google Trends data
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bias-in-credit-modelsExamples of unfairness detection for a classification-based credit model
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subsemblesubsemble R package for ensemble learning on subsets of data
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calcuMLatorAn intelligently dumb calculator that uses machine learning
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influence boostingSupporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
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Machine-LearningA repo to explain algorithm in machine learning with CHINESE
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PROSACPROSAC algorithm in python
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ML-ProjectKart🙌Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
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tensorflow-rbmTensorflow implementation of the Restricted Boltzmann Machine
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LFM1b-analysesPython scripts for studying bias in recommender systems
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Self-Driving-CarImplemented a Convolutional Neural Network for end-to-end driving in a simulator using Tensorflow and Keras. The project involves training over 13,000 images in a unity3d simulator to steer the car successfully throughout the track
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SWBlogmachine learning practitioner, android and python
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data-ethics-clubA reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
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ExConExCon: Explanation-driven Supervised Contrastive Learning
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Fake-News-Detection-ProjectFake News Detection Final Year College Project with Project Report, PPT, Code, Research Paper and Documents.
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claireContinuously Learning Artificial Intelligence Rules Engine (Claire) for Smart Homes
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bonsai-dtProgrammable Decision Tree Framework
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genieGenie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)
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Widget-BlurThis script for the Scriptable app creates widget backgrounds that appear to be transparent. You can also optionally emulate the light or dark blur effect used in the Batteries widget from Apple.
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BoostSRLBoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.
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ugtmugtm: a Python package for Generative Topographic Mapping
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Intention-Mining-Intention Mining in Social Networking. It Mines Emotions and polarity for the given keyword . For the keyword it searchers the twitter for the comments and analyzes the results for various events such as Election results, Sports prediction Movie ratings, Breaking news events such as demonetisation and many more. Bayes , Maximum Entropy and Hidde…
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spark-transformersSpark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.
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ml-from-scratchAll content related to machine learning from my blog
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Open-ImagingTools and libraries that deal with the creation and processing of images.
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random-fourier-featuresImplementation of random Fourier features for kernel method, like support vector machine and Gaussian process model
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darwinDarwin C++ and Python Machine Learning Framework for Cyber Security
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DA TutorialThis is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
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