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probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

prologame

Prolog game for our AI Project

prologproject

This is the report about the Prolog Project performed during MLDM, semester 1, AI course

pyrobo2d

A light weight 2-D robot simulator

python_chat

a chat program made in python

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

r_course_coursera

R language Course - Coursera

reinforcement-learning

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

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

robocode_python

In this project, I mimic the same APIs as the original Robocode, put this time it is for python environment.

scoop

SCOOP (Scalable COncurrent Operations in Python)

self-driving-car-sim

A self-driving car simulator built with Unity

sequence-generation-pytorch

This is an attempt to familiarize myself with PyTorch. In this example, the target to generate a sequence of continuous data (sine waves or mix of them) using LSTM

sferes2

A lightweight, generic C++ framework for evolutionary computation

snake_game_cpp

This is an implementation for the snake game in C++. This project is one step in my final goal, to design a computationally-cheap simulator, in order for me to perform more rigorous experiments in artificial intelligence.

test

Just a test for the course

test_project

text_generation_rnn_tutorial

This is a small tutorial on text generation using RNN (and its derivatives), using PyTorch framework

tiny-cnn

header only deep learning library in C++11/TBB

tsp_solver

TSP solver

unifai-tech-test

Technical test for Unifai

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

warlight2-engine

Engine for Warlight AI Challenge 2

wholecell

Mycoplasma genitalium whole-cell model

write-rnn-tensorflow

Generative Handwriting using LSTM Mixture Density Network with TensorFlow