alfo5123 Goto Github PK

alfo5123.github.io

Personal website project

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

codetrain

Reference material for competitive programming self-training

concretedropout

Bayesian Methods for Machine Learing Course Project Skoltech 2018

connect4

Monte Carlo Tree Search Based AI Connect 4 Bot

disreggen

Pytorch implementation of Discriminative Regularization for Generative Models

game_project

geodesics

A basic Fast Marching Algorithm Implementation to compute Geodesic Paths.

iclr_2019

ICLR Reproducibility Challenge 2019

klotski

A simple solver for Klotski puzzle

lossviz

nlp_course

YSDA course in Natural Language Processing

polypic

An exploration of optimization techniques to reproduce images by the use of polygons.

practical_rl

A course in reinforcement learning in the wild

raytracer

Basic implementation of RayTracer algorithm for learning purposes

recursive-least-square-filter

A C# Simple Implementation of

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rimac-data-science-challenge

1st Place Solution code for the Rimac Data Science Challenge (https://www.rimacchallenge.com/en/)

rl-adventure-2

PyTorch4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

robust-multitask-rl

Machine Learning Course Project Skoltech 2018

synthetic-text-generator

A python implemented comparison between Markov Chain and LSTM text generation models.

text-distill

tictacpoker

tunnel

variational-sparse-coding

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge