nikapotato

backend-code-challenge

The backend code challenge

changeforest

Random Forests for Change Point Detection

cnn-finetuning

Fine-tuning a pretrained CNN.

cnn-mnist

The neural network inspired with LeNet5 model.

cnn_visualization_adversarial_patterns

The development of adversarial patterns to examine Convolutional Neural Networks (CNNs) robustness, leveraging the pre-trained VGG11 CNN model.

cvxpower

Power Network Optimization and Simulation.

dimensionality-reduction

The key dimensionality reduction techniques: ISOMAP, PCA (Principal Component Analysis), and t-SNE (t-Distributed Stochastic Neighbor Embedding) are presented and compared.

hydro-power-prediction-experiments

The day-ahead prediction of electricity production from a run-of-river hydropower plant.

lda_pca_analysis

LDA and Principal Component Analysis (PCA) in R

sarsa-agent

Implementation of an agent capable of playing a simplified version of the blackjack game using SARSA algorithm.

nikapotato/changeforest

Random Forests for Change Point Detection

nikapotato/cnn-finetuning

Fine-tuning a pretrained CNN.

nikapotato/hydro-power-prediction-experiments

The day-ahead prediction of electricity production from a run-of-river hydropower plant.

nikapotato/backend-code-challenge

The backend code challenge

nikapotato/cnn-mnist

The neural network inspired with LeNet5 model.

nikapotato/cnn_visualization_adversarial_patterns

The development of adversarial patterns to examine Convolutional Neural Networks (CNNs) robustness, leveraging the pre-trained VGG11 CNN model.

nikapotato/cvxpower

Power Network Optimization and Simulation.

nikapotato/dimensionality-reduction

The key dimensionality reduction techniques: ISOMAP, PCA (Principal Component Analysis), and t-SNE (t-Distributed Stochastic Neighbor Embedding) are presented and compared.

nikapotato/lda_pca_analysis

LDA and Principal Component Analysis (PCA) in R

nikapotato/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

nikapotato/ProbablyOverthinkingIt

Supplementary material for my book, Probably Overthinking It.

nikapotato/sarsa-agent

Implementation of an agent capable of playing a simplified version of the blackjack game using SARSA algorithm.

nikapotato/cvxstatarb

nikapotato/sedds_analysis

nikapotato/solar-data-tools

Some data analysis tools for working with historical PV solar time-series data sets.

nikapotato/ThinkBayes

Code repository for Think Bayes.

nikapotato/ThinkStats

Text and supporting code for Think Stats, 2nd Edition