97andrea97 Goto Github PK

arcadelab.github.io

ARCADE Lab's website source.

centernet-pnpdet

conditional-face-generation-acgan

Face generation using ACGAN conditioned with 40 attributes. Dataset: CelebA.

constraint_logic_programming

Notebook about the basics of CLP.

covid19_bayesian_network

Bayesian Network to do inferences on a simplified version of the Covid19 domain.

ecg_peak_detectors_matlab

Three peak detector algorithms for ECG signals. Each algorithm is based on signal amplitude, signal rate and biological properties.

emg_envelope_extraction

Cmputation of 4 different envelopes of an EMG signal: IEMG, ARV, RMS, Zero Crossing.

fact_checking_nlp

Developement and comparison of different models based on combination of LSTM and MLP to address the a simplified version of the fact checking problem.

gradient_descent_2variables

Gradient Descent most basic code to be applied to a 2 variable function.

gradient_instability

Notebook about the gradient instability : VANISHING GRADIENT and EXPLODING GRADIENT problem.

integer_linear_programming

Notebook about the basics of Integer Linear Programming.

lagrangian_method_and_kkt_conditions

Notebook about the basics on the Lagrangian method and the KKT conditions

linear_programming

Notebook about Linear Programming and the simplex method.

logic-programming

Notebook about the basics of Logic Programming

neural-network-numpy

This repo contains 3 independent codes: NN1, NN2, NN3. Where NN1 is the most basic version. NN2 has an implementation of the L2 regularization technique. NN3 has an implementation of the momentum technique.

newton_method_and_linear_approx

Notebook about the the Newton method and linear approximation.

nlp_sequence_labelling_-postagging-

non_linear_programming

Notebook about the basics on Non Linear Programming

optimzation

Notebook about Mathematical Programming (Optimization problems), taxonomy and the basics needed to get deeper into these topics.

personal_website

The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.

prolog

Notebook about the basics of Prolog.

prototype_ilr

Website URL

qa_bidaf

Question Answering task addressed with BiDAF models (a baseline and 4 variants) trained on SQuAD.

quantmarineecolab.github.io

Lab website

sosc23-livesessions

sosc23-project

tablut_players

Tablut is a checkers-strategy game. It is played on a 9x9 chessboard. In this repo the codes for both the white and the black players.

villa_ofelia

Villa/Bed and breakfast cagliari

visual-inspection-of-motorcycle-connecting-rods

The algorithm can analyse grayscale images representing connecting rods to allow a vision-guided robot to pick and sort rods based on their type and dimensions.