├── 2025 ├── answers.py ├── gaussian-processes-freq.ipynb └── low-rank-svd.ipynb ├── .gitignore ├── 2020-08 ├── dtrees-svm.ipynb ├── index-model-ml.ipynb ├── magician.ipynb ├── probit-logistic.ipynb └── small-pandas.ipynb ├── 2020-09 ├── bishop-analysis.ipynb ├── nn-selection.ipynb ├── pknn.ipynb ├── q-learning.ipynb └── students-t.ipynb ├── 2020-10 ├── julia-101.ipynb └── neurips-analysis.ipynb ├── 2020-12 ├── julia-design-patterns.ipynb ├── optimisers.ipynb └── student-t-distribution.ipynb ├── 2021-01 └── deep-kalman-filters.ipynb ├── 2021-04 └── complex-systems.ipynb ├── 2021-05 ├── gibbs-gaussian.ipynb ├── kalman-smoothing.ipynb └── mcmc_gmm_demo.ipynb ├── 2021-06 ├── dishonest_casino.ipynb ├── extended-kalman-filter.ipynb ├── mix_gauss_vb.ipynb ├── nlds_lib.py ├── parallel_kalman_filter.ipynb ├── pyprobml_utils.py ├── ukf-ekf-mlp.ipynb ├── unscented-kalman-filter.ipynb └── variational_mixture_gaussians.py ├── 2021-07 ├── bayesian-cart.ipynb ├── gpr_demo_marlik.ipynb ├── knn_tpu.ipynb ├── linreg_sel.ipynb ├── nlds_lib.py ├── particle-filtering.ipynb └── uni_gauss_vb.ipynb ├── 2021-08 ├── adf-ekf-logistic-regression.ipynb ├── bootstrap-filter-maneuver.ipynb ├── gsoc-analysis.ipynb ├── gsoc-presentation.ipynb ├── imagenette_clip_logreg_demo.ipynb └── qmul-repo-analysis.ipynb ├── 2021-09 └── thompson-sampling-bandits.ipynb ├── 2021-11 └── importance-sampling.ipynb ├── 2021-12 ├── measurable-function-approx.ipynb └── tpu-init.sh ├── 2022-01 ├── bayesian-logreg-refactor.ipynb ├── einsums-in-the-wild.ipynb ├── non-markovian-gaussian-sequence-model.ipynb ├── sequential_monte_carlo.py └── year-in-review.ipynb ├── 2022-03 ├── bocpd.ipynb ├── infinite-mahalanobis.ipynb └── online-multiple-changepoint-problem.ipynb ├── 2022-04 ├── advanced-computational-methods.ipynb └── exact-bayesian-inference-changepoint.ipynb ├── 2023-03 ├── matrix-derivatives.ipynb ├── perp-plots.ipynb └── year-in-review.ipynb ├── 2023-07 ├── ml-extrapolate.ipynb └── review-methods.ipynb ├── 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