https://mohsenpirmoradiyan.com/https://mohsenpirmoradiyan.com/cv/https://mohsenpirmoradiyan.com/journey/https://mohsenpirmoradiyan.com/journey/arboair/https://mohsenpirmoradiyan.com/journey/bsc-petroleum-exploration/https://mohsenpirmoradiyan.com/journey/msc-geophysics/https://mohsenpirmoradiyan.com/journey/msc-statistics-ml/https://mohsenpirmoradiyan.com/journey/nisoc/https://mohsenpirmoradiyan.com/notes/https://mohsenpirmoradiyan.com/notes/activations-at-initialization/https://mohsenpirmoradiyan.com/notes/airborne-lidar-dtm-dsm-chm/https://mohsenpirmoradiyan.com/notes/anchors-and-region-proposal-networks/https://mohsenpirmoradiyan.com/notes/ar-forecasts-and-stability/https://mohsenpirmoradiyan.com/notes/association-rules-apriori/https://mohsenpirmoradiyan.com/notes/autoregressive-models-and-order-selection/https://mohsenpirmoradiyan.com/notes/backpropagation-micrograd/https://mohsenpirmoradiyan.com/notes/bag-of-words-vs-lstm-for-sentiment/https://mohsenpirmoradiyan.com/notes/batch-normalization/https://mohsenpirmoradiyan.com/notes/bayesian-ar1-in-stan/https://mohsenpirmoradiyan.com/notes/bayesian-network-structure-learning/https://mohsenpirmoradiyan.com/notes/benjamini-hochberg-fdr/https://mohsenpirmoradiyan.com/notes/bigram-language-model/https://mohsenpirmoradiyan.com/notes/bootstrap-and-jackknife-confidence-intervals/https://mohsenpirmoradiyan.com/notes/bounding-box-formats/https://mohsenpirmoradiyan.com/notes/broadcast-joins-in-spark/https://mohsenpirmoradiyan.com/notes/camera-extrinsic-matrix/https://mohsenpirmoradiyan.com/notes/causal-attention/https://mohsenpirmoradiyan.com/notes/check-then-act-race-conditions-in-sql/https://mohsenpirmoradiyan.com/notes/choosing-cpp-stl-containers/https://mohsenpirmoradiyan.com/notes/class-activation-maps/https://mohsenpirmoradiyan.com/notes/class-imbalance-baselines-and-weights/https://mohsenpirmoradiyan.com/notes/classic-cnn-architectures/https://mohsenpirmoradiyan.com/notes/classification-and-regression-losses/https://mohsenpirmoradiyan.com/notes/clipping-rasters-and-point-clouds/https://mohsenpirmoradiyan.com/notes/cnn-backbone-feature-extraction/https://mohsenpirmoradiyan.com/notes/cnn-rotation-and-geometric-augmentation/https://mohsenpirmoradiyan.com/notes/colour-spaces-for-image-processing/https://mohsenpirmoradiyan.com/notes/colour-transfer-and-histogram-matching/https://mohsenpirmoradiyan.com/notes/computational-graphs/https://mohsenpirmoradiyan.com/notes/condition-number-and-ill-conditioned-regression/https://mohsenpirmoradiyan.com/notes/conjugate-bayesian-linear-regression/https://mohsenpirmoradiyan.com/notes/contrast-enhancement-he-clahe-gamma/https://mohsenpirmoradiyan.com/notes/decision-thresholds-and-loss-matrices/https://mohsenpirmoradiyan.com/notes/dense-detection-heads/https://mohsenpirmoradiyan.com/notes/density-maps-for-object-counting/https://mohsenpirmoradiyan.com/notes/designing-anchors-for-your-dataset/https://mohsenpirmoradiyan.com/notes/dinov2-self-supervised-features/https://mohsenpirmoradiyan.com/notes/dinov3-gram-anchoring/https://mohsenpirmoradiyan.com/notes/discrete-fourier-transform-of-images/https://mohsenpirmoradiyan.com/notes/drone-image-metadata-exif-xmp/https://mohsenpirmoradiyan.com/notes/efficient-input-pipelines/https://mohsenpirmoradiyan.com/notes/em-algorithm-for-missing-data/https://mohsenpirmoradiyan.com/notes/em-for-bernoulli-mixtures/https://mohsenpirmoradiyan.com/notes/em-for-state-space-models/https://mohsenpirmoradiyan.com/notes/entity-linking-prior-and-context/https://mohsenpirmoradiyan.com/notes/equal-tail-vs-hpd-credible-intervals/https://mohsenpirmoradiyan.com/notes/feature-matching-with-ransac/https://mohsenpirmoradiyan.com/notes/feature-pyramid-networks/https://mohsenpirmoradiyan.com/notes/floating-point-rounding-and-cancellation/https://mohsenpirmoradiyan.com/notes/forest-stand-delineation/https://mohsenpirmoradiyan.com/notes/forest-structure-from-above/https://mohsenpirmoradiyan.com/notes/functional-dependencies-and-bcnf/https://mohsenpirmoradiyan.com/notes/gabor-filters/https://mohsenpirmoradiyan.com/notes/gam-smoothing-penalty/https://mohsenpirmoradiyan.com/notes/gaussian-process-regression/https://mohsenpirmoradiyan.com/notes/geometric-transformations-and-homographies/https://mohsenpirmoradiyan.com/notes/gibbs-sampling-and-normal-mixtures/https://mohsenpirmoradiyan.com/notes/gibbs-sampling-full-conditionals/https://mohsenpirmoradiyan.com/notes/global-thresholding-otsu-and-mixtures/https://mohsenpirmoradiyan.com/notes/golden-section-search-and-flat-objectives/https://mohsenpirmoradiyan.com/notes/gpt-from-scratch/https://mohsenpirmoradiyan.com/notes/gpt2-architecture/https://mohsenpirmoradiyan.com/notes/greatest-n-per-group/https://mohsenpirmoradiyan.com/notes/grid-approximation-of-a-posterior/https://mohsenpirmoradiyan.com/notes/grouped-cross-validation/https://mohsenpirmoradiyan.com/notes/haze-model-and-dark-channel-prior/https://mohsenpirmoradiyan.com/notes/hmm-filtering-smoothing-and-viterbi/https://mohsenpirmoradiyan.com/notes/hotelling-t2-simultaneous-intervals/https://mohsenpirmoradiyan.com/notes/hypothesis-only-baseline-nli/https://mohsenpirmoradiyan.com/notes/instance-masks-to-polygons/https://mohsenpirmoradiyan.com/notes/interpolating-scattered-data/https://mohsenpirmoradiyan.com/notes/inverse-transform-and-rejection-sampling/https://mohsenpirmoradiyan.com/notes/kalman-filter/https://mohsenpirmoradiyan.com/notes/kalman-smoother/https://mohsenpirmoradiyan.com/notes/kernel-regression-sum-vs-product/https://mohsenpirmoradiyan.com/notes/kmeans-sse-seeds-and-choosing-k/https://mohsenpirmoradiyan.com/notes/knapsack-brute-force-dp-greedy/https://mohsenpirmoradiyan.com/notes/laplace-approximation-logistic-regression/https://mohsenpirmoradiyan.com/notes/least-squares-qr-and-standardized-residuals/https://mohsenpirmoradiyan.com/notes/linear-filters-and-gaussian-blur/https://mohsenpirmoradiyan.com/notes/lstm/https://mohsenpirmoradiyan.com/notes/mahalanobis-distance-outliers/https://mohsenpirmoradiyan.com/notes/manual-backprop-language-model/https://mohsenpirmoradiyan.com/notes/markov-blanket-and-naive-bayes-as-a-bayesian-network/https://mohsenpirmoradiyan.com/notes/maximum-likelihood-by-numerical-optimisation/https://mohsenpirmoradiyan.com/notes/mc-dropout-vs-cross-validation/https://mohsenpirmoradiyan.com/notes/mean-average-precision/https://mohsenpirmoradiyan.com/notes/metropolis-hastings-and-gelman-rubin/https://mohsenpirmoradiyan.com/notes/minimum-phase-wavelets-and-bandwidth/https://mohsenpirmoradiyan.com/notes/missing-data-and-multiple-imputation/https://mohsenpirmoradiyan.com/notes/mlp-language-model/https://mohsenpirmoradiyan.com/notes/monotonic-constraints-in-gradient-boosting/https://mohsenpirmoradiyan.com/notes/multi-head-attention/https://mohsenpirmoradiyan.com/notes/multinomial-naive-bayes-for-text/https://mohsenpirmoradiyan.com/notes/off-nadir-viewing-geometry/https://mohsenpirmoradiyan.com/notes/orthorectification-and-true-orthophotos/https://mohsenpirmoradiyan.com/notes/overlap-based-losses/https://mohsenpirmoradiyan.com/notes/padding-and-masking-in-sequence-tagging/https://mohsenpirmoradiyan.com/notes/panoptic-segmentation/https://mohsenpirmoradiyan.com/notes/particle-filter-likelihood-estimation/https://mohsenpirmoradiyan.com/notes/particle-filters-sis-and-bootstrap/https://mohsenpirmoradiyan.com/notes/pca-vs-ica/https://mohsenpirmoradiyan.com/notes/permutation-tests/https://mohsenpirmoradiyan.com/notes/photometric-colour-augmentation/https://mohsenpirmoradiyan.com/notes/point-cloud-representations/https://mohsenpirmoradiyan.com/notes/polygon-overlaps-with-strtree/https://mohsenpirmoradiyan.com/notes/polygon-validity-and-shape-metrics/https://mohsenpirmoradiyan.com/notes/posterior-predictive-simulation/https://mohsenpirmoradiyan.com/notes/profiling-python-time-and-memory/https://mohsenpirmoradiyan.com/notes/projecting-point-clouds-to-images/https://mohsenpirmoradiyan.com/notes/python-parallelism-gil/https://mohsenpirmoradiyan.com/notes/radial-lens-distortion/https://mohsenpirmoradiyan.com/notes/rand-index-and-adjusted-rand-index/https://mohsenpirmoradiyan.com/notes/random-forest-oob-error/https://mohsenpirmoradiyan.com/notes/recurrent-neural-networks/https://mohsenpirmoradiyan.com/notes/regression-error-analysis/https://mohsenpirmoradiyan.com/notes/relief-displacement/https://mohsenpirmoradiyan.com/notes/sampling-and-aliasing/https://mohsenpirmoradiyan.com/notes/segmentation-decoders-fcn-and-unet/https://mohsenpirmoradiyan.com/notes/self-attention/https://mohsenpirmoradiyan.com/notes/seq2seq-encoder-decoder/https://mohsenpirmoradiyan.com/notes/shoelace-formula-polygon-area/https://mohsenpirmoradiyan.com/notes/sinkhorn-knopp-and-entropic-optimal-transport/https://mohsenpirmoradiyan.com/notes/spark-key-value-aggregation/https://mohsenpirmoradiyan.com/notes/spatial-pyramid-pooling/https://mohsenpirmoradiyan.com/notes/sql-inner-vs-outer-joins/https://mohsenpirmoradiyan.com/notes/stacking-regression-models/https://mohsenpirmoradiyan.com/notes/statistical-models-of-natural-images/https://mohsenpirmoradiyan.com/notes/structural-time-series-models/https://mohsenpirmoradiyan.com/notes/subspace-classification-with-svd/https://mohsenpirmoradiyan.com/notes/svm-cost-parameter-c/https://mohsenpirmoradiyan.com/notes/tabular-q-learning/https://mohsenpirmoradiyan.com/notes/text-data-for-llms/https://mohsenpirmoradiyan.com/notes/tf-idf-search-and-keywords/https://mohsenpirmoradiyan.com/notes/tiling-large-images-for-detection/https://mohsenpirmoradiyan.com/notes/tokenization-bpe/https://mohsenpirmoradiyan.com/notes/training-a-tiny-mlp-from-scratch/https://mohsenpirmoradiyan.com/notes/training-rnns-on-a-long-time-series/https://mohsenpirmoradiyan.com/notes/transformations-of-random-variables/https://mohsenpirmoradiyan.com/notes/vision-transformer/https://mohsenpirmoradiyan.com/notes/visualising-cnn-filters-and-feature-maps/https://mohsenpirmoradiyan.com/notes/wavelet-amplitude-and-phase-spectra/https://mohsenpirmoradiyan.com/notes/wavenet-hierarchical-model/https://mohsenpirmoradiyan.com/notes/waves-and-the-fourier-spectrum/https://mohsenpirmoradiyan.com/notes/what-a-conv2d-layer-computes/https://mohsenpirmoradiyan.com/notes/word-embeddings/https://mohsenpirmoradiyan.com/notes/yolo-v1-detection-as-regression/https://mohsenpirmoradiyan.com/work/