https://www.noeldsouza.me/AGENTS 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/jpeg-compression/01_jpeg_compression 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/jpeg-compression/ 2026-05-14T00:00:00.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/01_derivatives_and_autograd 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/02_nn_data_structs_and_forward_pass 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/03_backpropagation 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/04_backprop_train_a_neuron 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/05_backprop_backward_method 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/06_backprop_backward_method_auto 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/07_breaking_up_tanh 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/08_pytorch_backprop 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/09_pytorch_gradient_descent 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-01-micrograd/ 2026-04-20T00:00:00.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/01_define_bigram_model 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/02_sampling 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/03_loss_function_and_smoothing 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/04_from_bigrams_to_nns 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/05_optimisation 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/broadcasting_tensors 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/ 2026-04-20T00:00:00.000Z https://www.noeldsouza.me/implementations/karpathy-02-bigram/one_hot_encoding 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-03-mlp/01_build_mlp 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-03-mlp/02_train_mlp 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-03-mlp/03_overfitting_train_val_test 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-03-mlp/04_exp1_larger_hidden_layer 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-03-mlp/05_exp2_increase_embedding_dims 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/implementations/karpathy-03-mlp/ 2026-05-14T00:00:00.000Z https://www.noeldsouza.me/implementations/karpathy-04-batchnorm/ 2026-05-14T00:00:00.000Z https://www.noeldsouza.me/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/academic-papers/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/articles-and-blogposts/Backpropagation-in-RNN-Explained 2026-04-22T00:00:00.000Z https://www.noeldsouza.me/raw/articles-and-blogposts/Colour-models-and-colour-spaces 2026-04-27T00:00:00.000Z https://www.noeldsouza.me/raw/articles-and-blogposts/The-Ultimate-Guide-to-JPEG-including-JPEG-Compression 2026-04-27T00:00:00.000Z https://www.noeldsouza.me/raw/articles-and-blogposts/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/assets/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/backlog/Neural-Networks,-Manifolds,-and-Topology----colah's-blog 2026-04-10T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/README 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/backlog/anthropic/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/backlog/archive/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Backpropagation-in-Neural-Network 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Feedforward-Neural-Network 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Introduction-to-Convolution-Neural-Network 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Introduction-to-Recurrent-Neural-Networks 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Machine-Learning-Tutorial 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Multi-Layer-Perceptron-Learning-in-Tensorflow 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Optimization-Rule-in-Deep-Neural-Networks 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Single-Layer-Perceptron-in-TensorFlow-1 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Single-Layer-Perceptron-in-TensorFlow 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/Weights-and-Bias-in-Neural-Networks 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/What-is-Forward-Propagation-in-Neural-Networks 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/What-is-LSTM---Long-Short-Term-Memory 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/What-is-a-Neural-Network 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/raw/backlog/geeksforgeeks/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/backlog/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/backlog/papers/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/code-repositories/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/data/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/jupyter-notebooks/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/LLMs/Ch.-1---Large-Language-Models-explained-briefly 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/LLMs/Ch.-2---Transformers,-the-tech-behind-LLMs 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/LLMs/Ch.-3---Attention-in-transformers,-step-by-step 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/LLMs/Ch.-4---How-might-LLMs-store-facts 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/LLMs/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Mathematics/But-what-is-a-Fourier-series-From-heat-flow-to-circle-drawings 2026-05-01T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Mathematics/But-what-is-the-Fourier-Transform--A-visual-introduction 2026-05-01T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Mathematics/Euler's-formula-with-introductory-group-theory 2026-05-01T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Mathematics/What's-so-special-about-Euler's-number-e 2026-05-01T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Mathematics/e(i%CF%80)-in-3.14-minutes,-using-dynamics 2026-05-01T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Neural-Networks/Ch.-1---But-what-is-a-Neural-Network 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Neural-Networks/Ch.-2---Gradient-descent,-how-neural-networks-learn 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Neural-Networks/Ch.-3---Analyzing-our-neural-network 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Neural-Networks/Ch.-4---What-is-backpropagation-really-doing 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Neural-Networks/Ch.-5---Backpropagation-calculus 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/Neural-Networks/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/3blue1brown/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/raw/video-and-podcast-transcripts/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/comparisons/architecture-bias-and-weight-conventions 2026-04-10T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/comparisons/network-diagram-vs-computation-graph 2026-05-06T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/comparisons/self-attention-vs-cross-attention 2026-04-12T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/activation-function 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/attention-mechanism 2026-04-12T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/backpropagation 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/complex-exponential-rotation 2026-05-03T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/computation-graph 2026-05-06T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/cost-function 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/discrete-cosine-transform 2026-04-26T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-address-multiplexing 2026-04-30T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-bank-die-structure 2026-04-30T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-burst-buffer 2026-04-29T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-memory-cell 2026-04-29T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-overview 2026-04-29T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-read-write-refresh 2026-04-29T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-row-hits-and-latency 2026-04-29T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/concepts/dram-subarrays 2026-04-29T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/eigendecomposition-diagonalisation 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/eulers-number 2026-05-02T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/exponential-function 2026-05-02T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/gradient-descent 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/johnson-lindenstrauss-lemma 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/jpeg-compression 2026-04-26T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/large-language-model 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/linalg-set-notation 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/logits 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/matrix-composition-transformations 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/matrix-decompositions 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/matrix-inverse-linear-systems 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/matrix-operations 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/multi-head-attention 2026-04-12T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/multilayer-perceptron 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/natural-logarithm 2026-05-02T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/neural-network 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/one-hot-encoding 2026-05-07T00:00:00.000Z https://www.noeldsouza.me/wiki/physics/concepts/orbital-mechanics-intro 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/pretraining 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/probability-theory-intro 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/engineering/concepts/python-data-structures 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/rlhf 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/softmax 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/square-matrices-determinant-trace 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/superposition 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/tokenization 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/transformer-architecture 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/unembedding 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/vector-operations 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/mathematics/concepts/vector-spaces-subspaces-rank 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/concepts/word-embedding 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/entities/3blue1brown 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/entities/gpt-3 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/ 2026-04-12T00:00:00.000Z https://www.noeldsouza.me/wiki/computer-hardware/ 2026-04-30T00:00:00.000Z https://www.noeldsouza.me/wiki/engineering/ 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/wiki/mathematics/ 2026-05-03T00:00:00.000Z https://www.noeldsouza.me/wiki/physics/ 2026-04-05T00:00:00.000Z https://www.noeldsouza.me/wiki/ 2026-05-14T05:10:03.000Z https://www.noeldsouza.me/wiki/ai-ml/queries/backprop-graph-terminology 2026-04-22T00:00:00.000Z https://www.noeldsouza.me/wiki/sources/src-3b1b-eipi-dynamics 2026-05-02T00:00:00.000Z https://www.noeldsouza.me/wiki/sources/src-3b1b-eulers-formula-group-theory 2026-05-03T00:00:00.000Z https://www.noeldsouza.me/wiki/sources/src-3b1b-eulers-number 2026-05-02T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-llms-ch1-llms-briefly 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-llms-ch2-transformers 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-llms-ch3-attention 2026-04-12T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-llms-ch4-mlps-store-facts 2026-04-11T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-neural-networks-ch1 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-neural-networks-ch2 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-neural-networks-ch3 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-neural-networks-ch4 2026-04-09T00:00:00.000Z https://www.noeldsouza.me/wiki/ai-ml/sources/src-3b1b-neural-networks-ch5 2026-04-09T00:00:00.000Z