Robuta

https://danmackinlay.name/notebook/gp_incremental.html Gaussian process inference by partial updates — The Dan MacKinlay stable of... Wherein Gaussian process inference is examined by partial updates, subsampling observations and sites is considered, and Wasserstein and Sinkhorn bounds for... dan mackinlay stablegaussian processinferencepartialupdates https://danmackinlay.name/notebook/nn_certification.html Certification of neural nets — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein zero-knowledge proofs and proof-of-learning techniques for neural networks are examined, with iterative zkPoT constructions, robustness verification,... dan mackinlay stableneural netsvariably wellcertificationenterprises https://danmackinlay.name/notebook/comfy_system76.html System76 laptops — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a compact System76 Lemur is described, supplied with a comprehensive user repair manual and Pop!_OS configuration, and four-hour battery endurance... dan mackinlay stablevariably wellsystem76laptopsenterprises https://danmackinlay.name/notebook/alt_finance.html Alt finance — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a catalogue of contrarian financial analysts is presented, including newsletters and essays, and practical tips on money management alongside... dan mackinlay stablevariably wellaltfinanceenterprises https://danmackinlay.name/notebook/latex_symbols.html Special LaTeX symbols — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the handling of special LaTeX symbols is treated, and methods for inserting emoji via Unicode fonts or packages and the 18,150‑entry Comprehensive... dan mackinlay stablevariably wellspeciallatexsymbols https://danmackinlay.name/notebook/statistical_learning_theory.html Statistical learning theory — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein finite-sample generalisation bounds are surveyed, and Rademacher complexity, VC dimension, estimator stability, and extensions to non‑i.i.d. data are... dan mackinlay stablestatistical learningvariably welltheoryenterprises https://danmackinlay.name/notebook/wisdom_of_crowds_vs_groupthink.html Groupthink and the wisdom of crowds — The Dan MacKinlay stable of variably-well-consider’d... Wherein the role of diversity and surprisingly popular polling methods in averting consensus errors is examined, signalling dynamics are analysed, and COVID-19... dan mackinlay stablevariably wellgroupthinkwisdomcrowds https://danmackinlay.name/notebook/ageing.html Ageing — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the evidence for various healthspan interventions is surveyed, daily exercise is found to dominate all supplements by a wide margin, and creatine... dan mackinlay stablevariably wellageingenterprises https://danmackinlay.name/notebook/denoising_diffusion.html The denoising diffusion SDE — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the forward diffusion is described and the reverse‑time SDE is shown to require the score, the gradient of the log density, which is approximated by a... dan mackinlay stabledenoising diffusionvariably wellsdeenterprises https://danmackinlay.name/notebook/fractals.html Fractals and self-similarity — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein noninteger Hausdorff dimensions are examined, iterated function systems and fractional derivatives are treated, a compression-based estimator for... dan mackinlay stablevariably wellfractalsselfsimilarity https://danmackinlay.name/notebook/markdown_editors.html Markdown editors and viewers — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the requirement for mathematical equation rendering is established as a criterion for editor selection, note-taking applications are found to serve... dan mackinlay stablemarkdown editorsvariably wellviewersenterprises https://danmackinlay.name/notebook/jupyter_ui.html Jupyter UI wrangling — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the mechanics of the Jupyter user interface are laid out in sober terms, and the procedure for exporting notebooks as reveal.js slides is demonstrated... dan mackinlay stablevariably welljupyteruiwrangling https://danmackinlay.name/notebook/statistics_ml.html Statistics and machine learning — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a distinction between exploratory and descriptive statistics is drawn, the role of statistics in guarding against marginally viable research is... dan mackinlay stablemachine learningvariably wellstatisticsenterprises https://danmackinlay.name/notebook/graph_computation.html Graph computation — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein graph computations are framed via sparse adjacency matrices and Laplacians, and engines for spectral methods, clustering, large-scale iterative... dan mackinlay stablevariably wellgraphcomputationenterprises https://danmackinlay.name/notebook/graphical_models_time_series_learning.html Learning graphical models from time series — The Dan MacKinlay stable of variably-well-consider’d... Wherein causal links among multivariate time series are sought by statistical discovery, attention being given to linear Granger tests, PCMCI variants, and... dan mackinlay stablegraphical modelstime seriesvariably welllearning https://danmackinlay.name/notebook/nn_hardware.html Hardware for neural networks — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein neural computation is surveyed through hardware modalities, and optical processing using randomized linear algebra and direct feedback alignment is... dan mackinlay stableneural networksvariably wellhardwareenterprises https://danmackinlay.name/notebook/ai_safety_australia.html AI Safety Australia — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the Australian response to mechanised intellect is chronicled, and it is noted that a Senate select committee is established in March 2024 to inquire... dan mackinlay stableai safetyvariably wellaustraliaenterprises https://danmackinlay.name/notebook/urbanism.html Urbanism — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein urban order is surveyed, and debates from smart‑city surveillance to charter‑city experiments are presented, while city scaling laws linking population... dan mackinlay stablevariably wellurbanismenterprises https://danmackinlay.name/post/mutant_sound_design.html How to make crazy experiment on sound design (sic) — The Dan MacKinlay stable of... Wherein a workshop is presented at Telkom University in Bandung in 2015, and cheap, free software and DIY microphones are exhibited as means for inventive... dan mackinlay stablemake crazysound designexperimentsic https://danmackinlay.name/notebook/neurons.html Neurons — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein neural computation is presented at an intermediate scale and is described as being driven by discrete spikes in continuous time, with heterogeneous... dan mackinlay stablevariably wellneuronsenterprises https://danmackinlay.name/notebook/splines.html Function approximation and interpolation — The Dan MacKinlay stable of variably-well-consider’d... Wherein a scheme for approximating and interpolating functions is presented, and closed-form differentiation and integration are afforded while a profusion of... dan mackinlay stablevariably wellfunctionapproximationinterpolation https://danmackinlay.name/notebook/stochastic_partial_differential_equations.html Stochastic partial differential equations — The Dan MacKinlay stable of variably-well-consider’d... Wherein stochastic partial differential equations are presented as Banach-space-valued stochastic differential equations driven by Q‑Wiener noise in... dan mackinlay stablepartial differentialvariably wellstochasticequations https://danmackinlay.name/notebook/javascript_frp.html Javascript reactive programming and streams — The Dan MacKinlay stable of variably-well-consider’d... Wherein stream-processing approaches in JavaScript are surveyed, and multiple libraries such as RxJS are catalogued, while visual pipeline programs and... dan mackinlay stablereactive programmingvariably welljavascriptstreams https://danmackinlay.name/notebook/australian_authoritarianism.html Australian authoritarianism — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein press raids, gagged servants, and whistleblowers are noted, and the encryption trade is required to carry state access, whilst Senate document... dan mackinlay stablevariably wellaustralianauthoritarianismenterprises https://danmackinlay.name/notebook/nlp.html Natural language processing — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the computational study of human language is treated, and attention‑based neural architectures for translation, parsing, generation, and semantic... natural language processingdan mackinlay stablevariably wellenterprises https://danmackinlay.name/notebook/distributed_statistics.html Distributed statistical inference — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein distributed statistical inference is treated as a task to be carried out by heterogeneous, ad hoc nodes, and message-passing variational inference... dan mackinlay stablestatistical inferencevariably welldistributedenterprises https://danmackinlay.name/notebook/krylov_subspace.html Krylov subspace iteration — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein Krylov subspace iteration is presented as a method by which matrix inverses are approximated via a Lanczos Q T^{-1} Qᵗ factorisation, constructed from... dan mackinlay stablevariably wellkrylovsubspaceiteration https://danmackinlay.name/notebook/human_superorganisms.html Models of human cultural reproduction — The Dan MacKinlay stable of variably-well-consider’d... Wherein human collectives are considered as superorganisms, and the notion of egregores as self‑maintaining human systems is evoked, with replication,... dan mackinlay stablevariably wellmodelshumancultural https://danmackinlay.name/notebook/cross_entropy_method.html The cross entropy method — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the cross entropy method is applied to optimise a proposal distribution for rejection sampling within a Monte Carlo simulation context, and a worked... dan mackinlay stablecross entropyvariably wellmethodenterprises https://danmackinlay.name/notebook/measure_rvs.html Measure-valued random variates — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein random measures are surveyed and constructions such as completely random measures, Dirichlet and Gamma processes, and subordinators are presented, and... dan mackinlay stablevariably wellmeasurevaluedrandom https://danmackinlay.name/notebook/maple.html MAPLE — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the symbolic system Maple is examined, is noted to employ an imperative emphasis rather than a purely functional style, and is demonstrated in examples... dan mackinlay stablevariably wellmapleenterprises https://danmackinlay.name/notebook/social_psychology.html Social psychology — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the limits of social psychology are surveyed and the replication crisis and priming effects are scrutinized, while the rise of data‑mining elites is... dan mackinlay stablesocial psychologyvariably wellenterprises https://danmackinlay.name/notebook/image_formats.html Image file formats — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein modern web image formats are surveyed, browser support and historic security flaws are recounted, and AVIF conversion of high‑res TIFFs yielding... image file formatsdan mackinlay stablevariably wellenterprises https://danmackinlay.name/notebook/measure_processes.html Measure-valued stochastic processes — The Dan MacKinlay stable of variably-well-consider’d... Wherein measure-valued stochastic processes are examined, and a dependent Dirichlet process is described in which stick-breaking weights are given by... dan mackinlay stablestochastic processesvariably wellmeasurevalued https://danmackinlay.name/notebook/system_identification_linear.html Feedback system identification, linear — The Dan MacKinlay stable of variably-well-consider’d... Wherein feedback system identification is addressed for irregularly sampled data, and continuous‑time autoregressive models are fitted via Kalman recursion and... dan mackinlay stablefeedback systemvariably wellidentificationlinear https://danmackinlay.name/notebook/online_whiteboards.html Online whiteboards — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein online whiteboards are surveyed and the need for stylus input for writing-heavy mathematics is noted; an open-source Excalidraw with end-to-end... dan mackinlay stableonline whiteboardsvariably wellenterprises https://danmackinlay.name/notebook/nn_learning_dynamics.html Neural learning dynamical systems — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein neural methods for learning dynamical systems are described, emphasis is placed on stochastic extensions such as SDEs and jump processes, and issues of... dan mackinlay stabledynamical systemsvariably wellneurallearning https://danmackinlay.name/notebook/ergodic_mixing.html Ergodicity and mixing — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein ergodicity and mixing are examined, and mixing conditions such as β‑ and ϕ‑mixing are related to finite‑sample learning guarantees for dependent data,... dan mackinlay stablevariably wellergodicitymixingenterprises https://danmackinlay.name/notebook/agent_based_models.html Agent-based models — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a bottom-up method is presented, individual agents and their interactions being modeled to probe emergent behaviours, with applications ranging from... dan mackinlay stableagent basedvariably wellmodelsenterprises https://danmackinlay.name/notebook/technohorror.html Contemporary techno-horror — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein trends in techno-horror are surveyed, the digital uncanny and political red‑pill motifs are considered, and the recurring molluscan/cephalopod imagery... dan mackinlay stablevariably wellcontemporarytechnohorror https://danmackinlay.name/notebook/blind_deconvolution.html Blind deconvolution — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein blind deconvolution is presented as the simultaneous recovery of a signal and its unknown blur, and the case of reconstructing an instrument and its... dan mackinlay stablevariably wellblinddeconvolutionenterprises https://danmackinlay.name/notebook/nn_enkf.html Ensemble Kalman methods for training neural networks — The Dan MacKinlay stable of... Wherein neural-network training is approached via ensemble Kalman updates, a dynamical-perspective method is presented, and a connection to stochastic gradient... dan mackinlay stableneural networksensemblekalmanmethods https://danmackinlay.name/notebook/julia_io.html Julia IO — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the IO ecosystem for Julia is surveyed, and bindings for common scientific formats such as CSV, HDF5, NetCDF and Arrow (Feather) are catalogued, while... dan mackinlay stablevariably welljuliaioenterprises https://danmackinlay.name/notebook/generative_art.html Generative art, creative coding, procedural design — The Dan MacKinlay stable of... Wherein algorithmic artists are described as designed entities, techniques such as flocking and L‑systems are enumerated, and practical tools like Processing... dan mackinlay stablegenerative artcreative codingprocedural design https://danmackinlay.name/notebook/causality_probability_trees.html Causal Bayesian networks via probability trees — The Dan MacKinlay stable of... Wherein causal relations are expounded through sequential probability trees, interventions are enacted by fixing branches and temporal ordering is shown to... dan mackinlay stablebayesian networkscausalviaprobability https://danmackinlay.name/notebook/gpu_computation.html GPU computation — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein options for SIMD on GPUs are surveyed, including numba and RAPIDS, and the practicality of renting pre‑configured cloud GPUs rather than maintaining... dan mackinlay stablevariably wellgpucomputationenterprises https://danmackinlay.name/notebook/matrix_inverse.html Matrix inverses — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein generalized inverses of singular matrices are enumerated, the Moore–Penrose pseudoinverse is constructed via SVD, the Drazin inverse for matrix index... dan mackinlay stablevariably wellmatrixenterprises https://danmackinlay.name/notebook/hedonism.html Sufficiently good hedonism — The Dan MacKinlay stable of variably-well-consider’d enterprises Trade-offs between limited time, limited cash and limited imagination, toward the most happiness dan mackinlay stablevariably wellsufficientlygoodhedonism https://danmackinlay.name/notebook/this_is_a_simulation.html This is a simulation — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the possibility that our observable universe is described by ~10^122 qubits is considered, Bekenstein bounds and conspiracy-analogies are invoked, and... dan mackinlay stablevariably wellsimulationenterprises https://danmackinlay.name/notebook/functional_reactive_programming.html Functional reactive programming — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein functional reactive programming is described as the union of stream processing and near-functional techniques, and its use in user-interface design... dan mackinlay stablefunctional reactivevariably wellprogrammingenterprises https://danmackinlay.name/notebook/low_d_projections.html Randomized low dimensional projections — The Dan MacKinlay stable of variably-well-consider’d... Wherein random low-dimensional projections of high-dimensional datasets are examined, and it is observed that, under mild conditions, empirical projected... dan mackinlay stablelow dimensionalvariably wellrandomizedprojections https://danmackinlay.name/notebook/to_whom_i_donate.html Who I donate to — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a register of recurring gifts is set down, about 3% of income, with preference being given to hits-based system-changers in Melbourne housing,... dan mackinlay stablevariably welldonateenterprises https://danmackinlay.name/notebook/computational_coincidence.html Coincidences in computation — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a computational no‑coincidence conjecture is presented and a neural‑network null model is developed, with an advice string and verifier being used to... dan mackinlay stablevariably wellcoincidencescomputationenterprises https://danmackinlay.name/notebook/mc_opt.html Monte Carlo optimisation — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein Monte Carlo optimisation is presented as being performed via Markov Chain Monte Carlo with annealing to traverse multimodal objective landscapes, and... dan mackinlay stablemonte carlovariably welloptimisationenterprises https://danmackinlay.name/notebook/latex_free_mathematics.html Mathematics without LaTeX — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein various methods for rendering TeX mathematics are surveyed, and client‑side libraries such as MathJax and KaTeX and server‑side pre‑rendering to SVG or... dan mackinlay stablevariably wellmathematicswithoutlatex https://danmackinlay.name/notebook/optimal_transport_metrics.html Optimal transport metrics — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the Wasserstein distance is introduced as a metric on probability measures, p=1 duality is noted, and an entropy‑regularised Sinkhorn variant is... dan mackinlay stableoptimal transportvariably wellmetricsenterprises https://danmackinlay.name/notebook/ml_pde_inversion.html Machine learning for inverting partial differential equations — The Dan MacKinlay stable of... Wherein tomography through partial differential equations is undertaken by learned solution operators and neural priors, and computational inversion is... dan mackinlay stablemachine learningpartial differentialinvertingequations https://danmackinlay.name/notebook/transforms_of_gps.html Transforms of Gaussian noise — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a nonlinear mapping of a Gaussian process is examined, and Taylor expansions and sigma‑point (unscented) moment approximations with explicit... dan mackinlay stablevariably welltransformsgaussiannoise https://danmackinlay.name/notebook/gaussian_belief_propagation.html Gaussian belief propagation — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein Gaussian belief propagation is presented as a message‑passing algorithm on jointly Gaussian variables, and updates are executed as simple... dan mackinlay stablevariably wellgaussianbeliefpropagation https://danmackinlay.name/notebook/australia_healthcare.html Healthcare in Australia — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein tax incentives for private health insurance are outlined, the time cost of parsing fine print is recorded, a citizen’s perspective is noted, and... dan mackinlay stablevariably wellhealthcareaustraliaenterprises https://danmackinlay.name/notebook/relationships.html Interpersonal relationships — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the modes of cultivating durable attachment and of co-mingling one’s soul with another are presented, and practical methods for managing disputes and... dan mackinlay stablevariably wellinterpersonalrelationshipsenterprises https://danmackinlay.name/notebook/r_spatial.html Spatial data in R — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein R is employed as a geographic information system, and the modern simple‑features sf workflow with GeoJSON export is described for producing maps,... dan mackinlay stablespatial datavariably wellenterprises https://danmackinlay.name/notebook/alignment_problems.html Incentive alignment problems — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the reader is introduced to principal–agent paradoxes via a coffee‑fetching robot, and incentive‑compatible mechanisms from contract theory and VCG... dan mackinlay stablevariably wellincentivealignmentproblems https://danmackinlay.name/notebook/science_peer_review.html Improving peer review — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein review credits are required for submission, assignments are randomized to deter collusion, and disputes are subjected to bounded AI arbitration amid... dan mackinlay stablepeer reviewvariably wellimprovingenterprises https://danmackinlay.name/notebook/nn_geospatial_foundation.html Foundation models for geoscience — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein a catalogue of planetary foundation models is presented, their multi‑temporal training, inclusion of Sentinel‑1 radar and diverse spectral bands is... dan mackinlay stablefoundation modelsvariably wellgeoscienceenterprises https://danmackinlay.name/notebook/matrix_algebra.html Matrix algebra — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein matrix algebra is treated as the non-commutative calculus of linear operators, infinitesimal matrices are admitted for matrix calculus, and symbolic... dan mackinlay stablevariably wellmatrixalgebraenterprises https://danmackinlay.name/notebook/matrix_square_root.html Matrix square roots — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein matrix square roots are treated as either X X = M or X Xᵗ = M, and formulas are given for (αI+UVᵂ)^{1/2} via k×k matrices and a Denman–Beaver iteration... dan mackinlay stablesquare rootsvariably wellmatrixenterprises https://danmackinlay.name/notebook/posters.html Conference posters — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the conference poster is treated as the least regarded of three academic rites, and practical guidance on layout, Scribus LaTeX hacks and poster-sized... dan mackinlay stableconference postersvariably wellenterprises https://danmackinlay.name/notebook/kernel_methods.html (Reproducing) kernel tricks — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein reproducing kernels in machine learning are examined, and the computational burden of N×N Gram matrices for large datasets is described, with... dan mackinlay stablevariably wellreproducingkerneltricks https://danmackinlay.name/notebook/gd_2nd_order.html Gradient descent, Newton-like — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein second‑order curvature is examined and the role of Hessian approximations—Gauss‑Newton, generalized Gauss‑Newton and quasi‑Newton secant updates—are... dan mackinlay stablegradient descentvariably wellnewtonlike https://danmackinlay.name/notebook/wiener_theorem.html Wiener theorem — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the special deterministic Wiener theorem is presented and the Fourier transform of the autocorrelogram is shown to be the squared modulus of the... dan mackinlay stablevariably wellwienertheorementerprises https://danmackinlay.name/notebook/meditation.html Meditation and enlightenment — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein meditation is treated as a method of mental training and empirical inquiry; EEG headbands and Quantified Self self-experiments are described as means... dan mackinlay stablevariably wellmeditationenlightenmententerprises https://danmackinlay.name/notebook/think_of_the_children.html Won’t somebody think of the children? — The Dan MacKinlay stable of variably-well-consider’d... Wherein the rhetorical elevation of children is examined, and the invocation “for the children” is shown to be used to justify policies from climate planning... dan mackinlay stablevariably wellsomebodythinkchildren https://danmackinlay.name/notebook/ml_benchmarks.html ML benchmarks and their pitfalls — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein leaderboards are gamed, benchmarks are elevated into ends, and instance‑space distinctions are examined; overfitting to test sets and dataset... dan mackinlay stableml benchmarksvariably wellpitfallsenterprises https://danmackinlay.name/notebook/righting_and_wronging.html Righting and wronging — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the social training of moral opprobrium is described, and taboos are portrayed as scarce instruments that are deployed to steer future behavior and to... dan mackinlay stablevariably wellrightingenterprises https://danmackinlay.name/notebook/nn_compressing_with.html Neural codecs and compression algorithms — The Dan MacKinlay stable of variably-well-consider’d... Wherein neural networks are employed to compress images, audio, and video for transmission, a 90× audio codec is presented, and images are resampled into... dan mackinlay stablecompression algorithmsvariably wellneuralcodecs https://danmackinlay.name/notebook/nn_basis.html Neural nets with basis decomposition layers — The Dan MacKinlay stable of variably-well-consider’d... Wherein neural nets with basis decomposition layers are examined, and continuous analytic bases are proposed to enable native interpolation, autodifferentiable... dan mackinlay stableneural netsvariably wellbasisdecomposition https://danmackinlay.name/notebook/monetize_music.html Monetizing my music — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the economics of circulation are described, streaming royalties and playlist payola are examined, and subscription models, Bandcamp, and the crypto... dan mackinlay stablevariably wellmonetizingmusicenterprises https://danmackinlay.name/notebook/python_audio.html Audio synthesis in Python — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein Python’s methods for audio synthesis are surveyed and compared, including offline tools like paulstretch and real‑time frameworks such as pyo, and the... dan mackinlay stableaudio synthesisvariably wellpythonenterprises https://danmackinlay.name/notebook/vs_code_networked.html VS Code online and networked — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein remote usage of VS Code is treated, and a procedure for attaching a Python debugger via debugpy on a forwarded port is outlined, with SSH tunnels and... dan mackinlay stablevs codevariably wellonlinenetworked https://danmackinlay.name/notebook/random_features.html Random features — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein random, fixed cosine features are introduced, Gaussian frequencies are sampled to approximate the RBF kernel, and data is projected into a... dan mackinlay stablevariably wellrandomfeaturesenterprises https://danmackinlay.name/notebook/latex_algorithms.html Typesetting algorithms in LaTeX — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the formatting of pseudocode in LaTeX is treated, with algorithmicx and algpseudocode used inside algorithm floats (noend option), line-number... dan mackinlay stablevariably welltypesettingalgorithmslatex https://danmackinlay.name/notebook/mind_models.html Models of the mind — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the mind is treated as a machine-learning engine and predictive coding is examined, accounts of how an algorithm feels are given, and depressive states... dan mackinlay stablevariably wellmodelsmindenterprises https://danmackinlay.name/notebook/r.html R — The Dan MacKinlay stable of variably-well-consider’d enterprises The statistical programming language, not the letter dan mackinlay stablevariably wellenterprises https://danmackinlay.name/notebook/nn_generative_verification.html Verification and detection of generative AI — The Dan MacKinlay stable of variably-well-consider’d... Wherein cryptographic signatures and subtle token-based watermarks for AI outputs are examined, including hash-based token selection that minimises... dan mackinlay stablegenerative aivariably wellverificationdetection https://danmackinlay.name/notebook/astroturf_artificial_reef.html Astroturf and artificial reefs — The Dan MacKinlay stable of variably-well-consider’d enterprises Wherein the parallel is drawn between artificial reefs and engineered urban hipness, and globalized gentrification is examined, and 526 urban agglomerations... dan mackinlay stableartificial reefsvariably wellastroturfenterprises https://danmackinlay.name/notebook/gamma_pathwise.html Posterior Gamma process samples by updating prior samples — The Dan MacKinlay stable of... 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