Alfo5123

Robust-Multitask-RL

Machine Learning Course Project Skoltech 2018

Variational-Sparse-Coding

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

Connect4

Monte Carlo Tree Search Based AI Connect 4 Bot

PolyPic

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

ConcreteDropout

Bayesian Methods for Machine Learing Course Project Skoltech 2018

DisRegGen

Pytorch implementation of Discriminative Regularization for Generative Models

Synthetic-Text-Generator

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

KLOTSKI

A simple solver for Klotski puzzle

Tunnel

Geodesics

A basic Fast Marching Algorithm Implementation to compute Geodesic Paths.

CodeTrain

Reference material for competitive programming self-training

LossViz

nlp_course

YSDA course in Natural Language Processing

Recursive-Least-Square-Filter

A C# Simple Implementation of

Rimac-Data-Science-Challenge

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

Alfo5123.github.io

Personal website project

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

Game_Project

iclr_2019

ICLR Reproducibility Challenge 2019

Practical_RL

A course in reinforcement learning in the wild

RayTracer

Basic implementation of RayTracer algorithm for learning purposes

reinforcement-learning

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

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

Text-Distill

TicTacPoker