lilanpei Goto Github PK

abide

adni

advanced-programming-final-term-exam-2017

Advanced Programming Final Term Exam project in 2017

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

bda-project

Project for Big Data Analytics A.A. 2021/22

bike-sharing-simulation-with-simpy

co-occurrences-and-naive-bayes-classifier

continual-calibration

continual-policy-distillation-for-soft-robotic

data-mining-2020-2021-project-group24-customer_supermarket

deep-q-networks-on-pong

earth-observation

edgeaisim

[MS 24] EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments

ex_model_cl

Experiments on continual learning from a stream of pretrained models.

image-segmentation-ncut-kmeans

lilanpei.github.io

loss_fun_sar

Testing loss functions

monks

multithread-k-nearest-neighbors

Given a set of points in a 2D space, we require to compute in parallel for each one of the points in the set of points the set of k closest points. Point i is the point whose coordinates are listed in line i in the file. The input of the program is a set of floating-point coordinates (one per line, comma separated) and the output is a set of lines each hosting a point id and a list of point ids representing its KNN set ordered with respect to distance.

neural-dependency-parsing

neural-network-text-classifier

nmt

Chinese-English Neural machine translation with Encoder-Decoder seq2seq model : Bidirection-GRU + Fasttext word embedding + Attention + K-Beam search + BLEU score

pima

pos-tagging

resnet-adversarial_attacks_on_cifar_10

restricted-boltzmann-machine-and-deep-belief-network-on-minist

Intelligent Systems for Pattern Recognition Midterm 2 (2021) :

shap

A game theoretic approach to explain the output of any machine learning model.

somo

a framework to facilitate the simulation of continuum manipulators in pybullet

somo-rl

somogym

A toolkit for developing and evaluating controllers and reinforcement learning algorithms for soft robots