Christina (@christinakouridi)
github

christinakouridi

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Top repositories

1

scratchML

Implementation of Machine Learning algorithms from scratch in Python
Jupyter Notebook
34
star
2

multiagent_gym

Adaptation of DQN, DDQN and COMA for multi-agent Gym environments
Jupyter Notebook
7
star
3

arks

Distributionally robust optimization with the Adversarially Robust Kernel Smoothing (ARKS) algorithm
Python
6
star
4

MCMC

Decrypting substitution ciphers with MCMC
Jupyter Notebook
4
star
5

babygie

PPO-based A2C agent with a Graph Instruction Encoder; evaluation of sample efficiency and generalisation on the BabyAI environment
Python
4
star
6

courseraML

Python implementation of Andrew Ng's Machine Learning course on Coursera
Jupyter Notebook
3
star
7

transformer_jax

JAX implementation of the transformer architecture in 'Attention Is All You Need' from scratch
Python
3
star
8

TensorFlow2.0

Learning new features of TensorFlow 2.0 by implementing simple ML algorithms
Jupyter Notebook
2
star
9

arXiv_metadata

metadata of papers on arXiv from 2007 to June 2019
Jupyter Notebook
2
star
10

binaryClassifiers

Experiments with binary classifiers; estimating their sample complexity and ways to generalise to non-linear multi-class classification.
Jupyter Notebook
1
star
11

kde

Speeding up Gaussian Kernel Density Estimation with Numba
Python
1
star