Tudor Berariu's repositories
fisher-information-matrix
PyTorch implementation of FIM and empirical FIM
lifelong-learning
Lifelong learning experiments
activity-recognition
Activity recognition from images and videos
rl-sutton-examples
Reproducing some results from Sutton, 2017.
luajit_cpp
A short example of how to load and use in LuaJIT a shared library written in C++.
solving-mdps
Comparison of various algorithms for policy evaluation, and control
training-teachers
Training a neural network to approximate a cost function.
bayesian-networks
Bayesian Networks
deep-collaboration
Experiments for my PhD thesis.
dmcontrol-generalization-benchmark
DMControl Generalization Benchmark
gym-minigrid
Minimalistic gridworld package for OpenAI Gym
kedro-movie-reviews
A demo Kedro project analysing movie reviews.
machine-learning
Machine Learning Hacks
machine-learning-algorithms
Machine Learning Algorithms
machine_learning_torch_hacks
Small Torch hacks that demonstrate Machine Learning concepts. Most of these hacks follow algorithms and proofs from Christopher Bishop's "Pattern Recognition and Machine Learning".
multi-agent-learning
Experiments on learning in multi-agent systems.
multi-agent-reinforcement-learning
Reinforcement Learning in Multi-Agent Systems
multi-stage-memory
An attempt towards building staged memories for neural networks.
pytorch-utils
Some useful classes or functions I use across many projects written in PyTorch.
workshop-code
Linear regresssion; Logistic Regression; MLPs