tudor-berariu
Machine Learning Researcher at UiPath Past: Ph.D. student at Imperial College London
UiPathLondon
Pinned Repositories
activity-recognition
Activity recognition from images and videos
ann2018
Materials for the 'Artificial Neural Networks' course (2018-2019)
deep-learning
Deep learning platform written in C++
fisher-information-matrix
PyTorch implementation of FIM and empirical FIM
lifelong-learning
Lifelong learning experiments
liftoff
Local experiment manager
luajit_cpp
A short example of how to load and use in LuaJIT a shared library written in C++.
math.tex
My math shortcuts that I wrote 100 times before discovering repos.
phd
Code for my PhD
rl-sutton-examples
Reproducing some results from Sutton, 2017.
tudor-berariu's Repositories
tudor-berariu/fisher-information-matrix
PyTorch implementation of FIM and empirical FIM
tudor-berariu/liftoff
Local experiment manager
tudor-berariu/lifelong-learning
Lifelong learning experiments
tudor-berariu/activity-recognition
Activity recognition from images and videos
tudor-berariu/ann2018
Materials for the 'Artificial Neural Networks' course (2018-2019)
tudor-berariu/rl-sutton-examples
Reproducing some results from Sutton, 2017.
tudor-berariu/luajit_cpp
A short example of how to load and use in LuaJIT a shared library written in C++.
tudor-berariu/math.tex
My math shortcuts that I wrote 100 times before discovering repos.
tudor-berariu/solving-mdps
Comparison of various algorithms for policy evaluation, and control
tudor-berariu/training-teachers
Training a neural network to approximate a cost function.
tudor-berariu/ann-course
tudor-berariu/bayes-nn
tudor-berariu/bayesian-networks
Bayesian Networks
tudor-berariu/deep-collaboration
Experiments for my PhD thesis.
tudor-berariu/dmcontrol-generalization-benchmark
DMControl Generalization Benchmark
tudor-berariu/gym-minigrid
Minimalistic gridworld package for OpenAI Gym
tudor-berariu/kedro-movie-reviews
A demo Kedro project analysing movie reviews.
tudor-berariu/machine-learning
Machine Learning Hacks
tudor-berariu/machine-learning-algorithms
Machine Learning Algorithms
tudor-berariu/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".
tudor-berariu/multi-agent-learning
Experiments on learning in multi-agent systems.
tudor-berariu/multi-agent-reinforcement-learning
Reinforcement Learning in Multi-Agent Systems
tudor-berariu/multi-stage-memory
An attempt towards building staged memories for neural networks.
tudor-berariu/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
tudor-berariu/pytorch-utils
Some useful classes or functions I use across many projects written in PyTorch.
tudor-berariu/rlog
Preconfigured python logging with some extra bells and whistles for RL
tudor-berariu/torch7
http://torch.ch
tudor-berariu/uvfa
Universal Value Function Approximators
tudor-berariu/vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
tudor-berariu/workshop-code
Linear regresssion; Logistic Regression; MLPs