femartip Goto Github PK

ai-notebooks

Jupiter notebooks implementing various AI algorithms. All using python libraries, nothing fancy.

crf-as-rnn

Review of the paper "Conditional Random Fields as Recurrent Neural Networks" with a demo code based on their implementation.

deep-generative-models

Implementation of various generative models in pytorch.

discrete-algorithms

game-connect4

Simple game interface for Connect4 game.

information-retrieval

Sistem for indexing and searching news.

mini-project-ir

ml_algorithms

This repository contains implementations from scratch of some machine learning algorithms.

nlp

Introduction notebooks to NLP tasks. From classification, to embeddings and transformers. All done using Pytorch.

nodejs_implementations

nuclei-segmentation

Using Deep Learning techniques for nuclei segmentation. Data extracted from Kaggle competition 2018 Data Science Bowl

pacman

Pacman agent for autonomous playing created in Python. Three different implementations: Search, Logic/Game Search and Reinforcement Learning.

parallel-programming

Paralelization solutions to some problems in C, using MPI and OMP library.

perceptron

Perceptron implementation in Python from scratch.

recommender-systems

Examples of different types of recommender systems.

robotcans

Program in CLIPS of a simple robot that interacts with the environment.

robotics

Overview of algorithms used in robotics

tarongerp

Enterprise Resource Planning software for an agricultural cooperative.