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m5 forecasting competition r m s s e root mean squared scaled error forecasting benchmark algorithms russell human compatible baldwin effect tragedy of the commons bootstrapping a i timeseries rolling window exponential smoothing timeseries rolling crossvalidation stationarity explaining machine learning gondola l s t m hoeffdings inequality oracle turing machine complexity classes gradient boosting bagging infopocalypse universal basic income how to write research questions s m a r t principle active reading tips films salmon explanation and confirmation blooms taxonomy pandoc tips and tricks barwise inverse relationship principle c n n convolutional neural network neural network weight initialization maximum entropy principle dutch book arguments axioms of probability continuous probability distribution subjective vs objective bayesianism m l e maximum likelihood estimate logarithm product rule breakfast test writing a research brief tacit communication game t c g dot vs cross product vectors internal covariate shift batch normalization residual connections kind intentional stance tyranny of technicality quine duhem thesis frame problem cognitive wheel bertrands paradox principle of indifference explanatory virtues nicods criterion nietzsche leesgroep inleiding tragedie 10 c system quality assessment vocabulary mismatch problem information retrieval bit addition carry propagation heaps law zipfs law nengo nengo on f p g a diversity based reranking logit learning julia git large files s t d p learning rule aesthetics of difficulty.md g r u b unix notifications t d temporal difference learning actor critic model bayesian reranking simpsons paradox vimtex zeal elite f a off heteroscedacity r o c curve autoregression m a p loss stochastic gradient descent jensen inequality e l b o evidence lower bound kullback leibler divergence cross entropy loss backpropagation begeleidingsethiek microsoft a i principles google a i principles e u ethics guidelines thrustworthy ai does removing unfair bias imply promoting fairness closed form solutions entropy the feynman technique auto m l trade off explainability and accuracy in a i diversity and quota use odd sized convolution kernels black swan event bias in a i red teaming more channels for deeper convolution layers hard negative sampling mining jaccard index intersection over union pooling music finds march a i ethics to avoid legislation algorithm watch a i ethics guidelines global inventory is a i ethics business ethics what is a i ethics black box society ethics of technology needs to become microethics moral backpropagation fixing bias in a i ethical codes cannot replace ethical reasoning non max suppression bounding boxes a i routekaart m i jeroen bosch ziekenhuis m l e univariate gaussian perceptron a i effect box maxim all models are wrong definitions of a i explainability taxonomy machine learning a i as arms race can we operationalize a i ethics algorithmic choice a i ethics of objective function probabilistic error calibration why explainability of a i morley etal from what to how review a i ethics tools digital ethics shopping m v e p minimum viable ethical product ethics bluewashing ethics lobbying ethics dumping ethics shirking vrij links avond cryptocurrency wallets beleggen python imports managing audio on arch linux eduroam pyenv linux bluetooth audio visualizer linux leopold f c660 m reparameterization trick d p i a data privacy impact assessment xomnia webinar fair and responsible a i logistic regression disable bell sound linux univariate closed form gaussian inference big tech en marktplaats vaneeen index a i and law t n o hybrid a i white paper peirces semiotic triangle index x a i explainable a i explainable object detection brainstorm legal document similarity jurisprudentie n l data defeasible reasoning todo plain text argument mining pipeline toulmin argumentation model i n g tips voor beleggers strafrecht juridische terminologie zip is its own inverse masking a numpy array flatten nested list with comprehension songs involving horses e c p jaarfestival ethische inzet a i bij gemeente begeleidings ethiek en het openbaar bestuur digitale autonomie digido of digidont moving gpg key to other machine george costanza quotes python composing functions stemming and lemmatizing sklearn vectorizer regex negative lookahead python check alphabetical character presence learning lua black box a i working with binary numbers feature selection as source of train test leakage wolpert no free lunch theorem in machine learning the art and fun of e u proposals tool safety zine discusses eventual fallacy meditating in conversation metta meditation pacman signature issues hackerrank linux text processing pandas operations on groupby css descendant vs child selector mistel barocco m d770 r g b keyboard brandolinis law polysemy dissemination elbow method sample wise vs feature wise normalization t f i d f structure of a scientific paper regex catastrophic backtracking fail faster regex anti patterns regex contrast regex lookarounds stoic practices multiclass vs multilabel vs multioutput speed reading pandas filter on list of values kimchi recepees ginger bug earrings tlp thinkpad laptop power crossword puzzle writing an abstract writing a presentation initializing nested lists runner index trick gochujang noodles kimchi fried rice writing a motivation letter pacman conficting dependencies deep bookshelf python package management python venv vim as python i d e deadlifting arch linux system maintenance linux graphics elite dangerous discoveries xprofile and xinit pacman installing from source discord on arch variables in vimrc az 900 azure fundamentals l a m p stack a p i application programming interface feedback git submodules dev ops infrastructure as code git merge or rebase ai 900 azure a i fundamentals docker g t f s geo data python code style python modifying list side effects powershell version control on notebooks windows edit environment variables python class method python decorators python getters setters python dataclass decorator terraform vegan rendang snowball sampling stop treating a i models as products innovation machine learning devops curriculum clean code refactoring code writing code documentation code reviews programming handling errors testing in data science test driven development testing code b d d behavior driven development integration tests logging best practices data science definition of done dod data science questions in enterprise context elements of a succesful m l project who are m l stakeholders mlops three levels duck typing mlflow e d a exploratory data analysis wsl dns issues feature store mlflow with hydra semantic versioning evaluation with data slicing make conda dependency solving faster a p i testing model drift s h a p shapley additive explanations chi squared test gen a i generative a i gen a i and facts hallucination a i and employment r a g retrieval augmented generation a i information pollution generative a i and censorship l l m chatbots and openness ondernemingsvormen check terraform with checkov internet as dementiated brain running average using matrix multiplication arch linux from scratch terraform migration guide a a p s lecture notes agamben se hegels absolute heideggers ereignis agamben tradition immemorial agamben giorgio b c i belitski e.a. p300 adio visual speller b c i blankertz e.a. neurophysiological predictor of s m r based b c i preformance b c i blankertz e.a. the berlin brain computer interface b c i definitions b c i kouijzer e.a. neurofeedback treatment for autism b c i luck introduction to the event related potential technique b c i roadmap b n c i horizon b c i treder e.a. covert attention and visual speller design in an e r p based b c i b c i van erp e.a. b c i beyond medical applications b c i van gerven the brain computer interface cycle b d dataflow model b d google paper b d lin dyer map reduce algorithms b d shvachko hadoop b d zaharia spark ch c f m baker e.a. goal inference as inverse planning c f m chater e.a. probabilisic models of cognition c f m cummins two conceptions of psychological explanation c f m hahn e.a. similarity as transformation c f m lecture notes c f m marr vision c f m thagard and verburgt coherence as constraint satisfaction i c t s bovens e.a. from street level to system level bureaucracies i c t s tavani philosophical theories of privacy i c t s van dijk digital democracy, vision and reality i c t s verbeek materializing morality i c t s volkman privacy as life liberty property i c t s zeev privacy, emotional closeness and openness in cyberspace m s d t agile product ownership m s d t internal scrum guidelines m s d t intro to scrum m s d t lecture notes m s d t plugin development eclipse n c b 1a purves attention and its effects on stimulus processing n c b 1b reynolds e.a. the role of neural mechanisms of attention in solving the binding problem n c b 1c lectures n c b 2a botvinick e.a. conflict monitoring and anterior cingulate cortex n c b 2b rushworth e.a. choice, uncertainty and value in prefrontal and cingulate cortex n c b 2c lectures n c b 3a harmon jones asymmetric frontal cortical activity in approach and withdrawal motivation n c b 3b schutter e.a. corpus callosum road to anger and aggression n c b 3c lectures n c b 4a wurtz corollary discharge contributions to perceptual continuity across saccades n c b 4b lectures n c b 5a andersen and cui intention, action planning, and decision making in parietal frontal circuits n c b 5b hwang e.a. inactivation of the parietal reach region causes optic ataxia n c b 5c lectures n c b 6a bear e.a. memory systems n c b 6b purves declarative memory n c b 6c tse e.a. schemas and memory consolidation n c b 6d lecture notes n c b 7 lectures n c b glossary p i 0 lecture notes p i 1 cameron the laws of identity p i 2 allen path to self sovereignentity p i 3a gurses can you engineer privacy p i 3b pierson e.a. privacy from a media studies perspective p i 4 hoofnagle e.a. e u g d p r p i 5 sharon googlization of healthcare p i 6 borgesius e.a. online political microtargeting pitch backup p s2 1 lecture notes p s2 2 patenting a i p s2 3 patents for software p s2 4 cathedral and the bazaar p s2 5 thiel zero to one p s2 6 ben horowitz tips for the struggle p s2 7 entrepreneurship for physicists p s2 8 personal branding p s2 9 pitch training r i agent programming r i multi agent systems s e c lecture notes akker e.a. digital hermeneutics and cultural heritage al abdulkarim2016 statement types in legal argument al sayyad editor the end of tradition amoroso and tamburrini what is m h c over a w s aporia impasse aporias of capitalism archive fever ashley2013 toward constructing evidence based legal arguments using legal decision documents and machine learning atkinson2017 towards artificial argumentation aubaid text classification using word embedding in rule based methodologies automation index azure dp azure index backman logocentrism and gathering logos barredo arrieta2020 x a i concepts taxonomies opportunities and challenges b a s b bats e.a. mediating tech i c t morality digital generation beistegui the transformation of the sense of dasein in heideggers beitrage beistegui miguel belle2020 principles and practice x a i bengali digit recognition bennington derridabase bennington geoffrey bietti from ethics washing to ethics bashing bird i b e bayesianism knowledge blokpoel e.a. analogical inference as origin of hypotheses b n b n 1 introduction b n 10 intervention and covariate adjustment b n 11 instrumental variables b n 2 bayesian networks and prediction b n 3 exact inference b n 4 approximate inference b n 5 conditional independence b n 6 conditional independence i i b n 7 conditional independence i i i b n 7 structural equation models b n 8 latent variables b n 9 markov equivalence and structure learning boeve religion after detraditionalization boisjoly et al 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subjectification data as capital data commodification data index data original accumulation data without theory de graaf how people explain action de greef2021 the f a t e system dennett cognitive wheels frame problem a i derrida envoi derrida geschlecht i derrida introduction to the origin of geometry derrida of grammatology derrida sjibbolet on envois derrida telepathy derrida the postcard derrida what comes before the question derrida jacques digital enlightenment digital grammatisation discipline by changing environment divinity os builds docker cheatsheet donoho2017 50 years of data science durr, sick probabilistic deep learning durr p d l ch4 building loss functions e4 a i lecture notes e4 a i questions easwaran bayesianism i i easwaran bayesianism i eisenstein natural language processing eldred turings cyberworld elite dangerous encheiridion euclids division algorithm eudaimonic ethics and teleology eyewitless falakmasir2017 utilizing vector space models for identifying legal 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based reasoning index code snippets index complexity theory index cryptocurrency index digital hermeneutics index ethical a i index ethics index federated learning index fermentation index forecasting index hybrid a i index information theory index linux index machine learning index management principles index master a i index meditation index m h c meaningful human control index n l p natural language processing index notes index p g p and g p g index philosophy of technology index physical exercise index privacy index programming notes index reading methods index recipees index regex index semantics index statistics index vim index what is explanation index workflow index writing index writing a research proposal index writing principles i r i r 1 introduction i r 10 spoken content retrieval i r 11 link analysis i r 12 neural networks for i r i r 13 conversational search i r 14 ranking systems i r 2 retrieval models i r 3 retrieval models i i i r 4 indexing and inverted files i r 5 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