Projects in Awesome Lists by linesd
A curated list of projects in awesome lists by linesd .
https://github.com/linesd/tabular-methods
Tabular methods for reinforcement learning
algorithm cliffwalking gridworld gridworld-cliff gridworld-environment policy-evaluation policy-iteration q-learning q-learning-algorithm q-learning-vs-sarsa reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms sarsa sarsa-algorithm sarsa-learning tabular-environments tabular-methods tabular-q-learning value-iteration
Last synced: 08 Oct 2025
https://github.com/linesd/ssgpr
Sparse Spectrum Gaussian Process Regression
conjugate-gradient gaussian-process-regression gaussian-processes machine-learning minimization minimize optimization prediction predictive-modeling regression regression-algorithms regression-models sparse-spectrum-gaussian-process sparse-spectrum-gaussian-processes ssgpr
Last synced: 02 Jul 2025
https://github.com/linesd/pilco-disentangling-uncertainty
Disentangling Sources of Uncertainty for Active Exploration (Reinforcement Learning)
cart-double-pendulum cart-pole control control-systems disentangling-sources dynamical-systems gaussian-processes learning-control machine-learning monte-carlo-samples pendulum pilco probabilistic-inference reinforcement-learning reinforcement-learning-algorithms uncertainty
Last synced: 02 Jul 2025
https://github.com/linesd/cnns-for-human-activity-recognition
Convolutional Neural Network for classifying human activity from mobile phone sensor data
Last synced: 02 Jul 2025
https://github.com/linesd/linesd.github.io
Notes on probability, statistics and machine learning
Last synced: 30 Jan 2026
https://github.com/linesd/image-segmentation
Various deep learning image segmentation methods coded in PyTorch
Last synced: 02 Jul 2025
https://github.com/linesd/machine-learning-notebooks
Jupyter notebooks implementing papers and general machine learning concepts
Last synced: 24 Oct 2025