Stefanos Ginargiros's repositories
stackoverflow-LLM
Automatically predicting tags of Stack Overflow questions, utilizing ML or LLMs :hugs: (detailed BERT-finetuning)
chaotic-series-forecasting
EDA, Visualization, Statistical Analysis, ML and DL Modeling for Chaotic Series Forecasting :boom: LSTM, GRU, TCNN, LGBM, CATBOOST, RNN
launch-control-touchdesigner
Launch Control: Touchdesigner on Steroids :fire:
3d-convolution-from-scratch
Implementation of 3D convolution between a video and a 3D kernel from scratch. Can be easily modified for 2D, and 1D convolutions as well.
rtl8188eus
RealTek RTL8188eus WiFi driver with monitor mode & frame injection support
svm-from-scratch
A Soft Margin Linear Kernel SVM, that performs classification on a user inputted vector between two normal distributions.
amd-gpu-acelleration-windows
A detailed guide to setup plaidml-keras for GPU acceleration on a Windows machine.
aws_notes
survival guide for aws :trollface:
collab-jar
a useless collab jar :baby_bottle:
deeplearning-web-app
Currently in Beta, but running fast!
git-commands
Possible common scenarios of command sets.
kpca-lda-from-scratch
KPCA and LDA dimensionality reduction algorithms on mnist. Kpca was implemented from scratch, while LDA is pure sklearn.
LLM-notes
notes :hugs:
Neural-SLAM
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
SVR-KNN-Regression
Supervised regression algorithms utilizing the powerful toolkit scikit-learn.