Pinned Repositories
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.
amd-gpu-acelleration-windows
A detailed guide to setup plaidml-keras for GPU acceleration on a Windows machine.
chaotic-series-forecasting
EDA, Visualization, Statistical Analysis, ML and DL Modeling for Chaotic Series Forecasting :boom: LSTM, GRU, TCNN, LGBM, CATBOOST, RNN
dgp
TRI-ML Dataset Governance Policy
fragile-chat
launch-control-touchdesigner
Launch Control: Touchdesigner on Steroids :fire:
pacman-AI
A classic pacman game in 1300 lines of python utilizing various AI implementations (Decision Trees or Finite State Machine)
rtl8188eus
RealTek RTL8188eus WiFi driver with monitor mode & frame injection support
stackoverflow-LLM
Automatically predicting tags of Stack Overflow questions, utilizing ML or LLMs :hugs: (detailed BERT-finetuning)
svm-from-scratch
A Soft Margin Linear Kernel SVM, that performs classification on a user inputted vector between two normal distributions.
stefgina's Repositories
stefgina/chaotic-series-forecasting
EDA, Visualization, Statistical Analysis, ML and DL Modeling for Chaotic Series Forecasting :boom: LSTM, GRU, TCNN, LGBM, CATBOOST, RNN
stefgina/stackoverflow-LLM
Automatically predicting tags of Stack Overflow questions, utilizing ML or LLMs :hugs: (detailed BERT-finetuning)
stefgina/fragile-chat
stefgina/launch-control-touchdesigner
Launch Control: Touchdesigner on Steroids :fire:
stefgina/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.
stefgina/dgp
TRI-ML Dataset Governance Policy
stefgina/pacman-AI
A classic pacman game in 1300 lines of python utilizing various AI implementations (Decision Trees or Finite State Machine)
stefgina/rtl8188eus
RealTek RTL8188eus WiFi driver with monitor mode & frame injection support
stefgina/svm-from-scratch
A Soft Margin Linear Kernel SVM, that performs classification on a user inputted vector between two normal distributions.
stefgina/amd-gpu-acelleration-windows
A detailed guide to setup plaidml-keras for GPU acceleration on a Windows machine.
stefgina/aws_notes
survival guide for aws :trollface:
stefgina/collab-jar
a useless collab jar :baby_bottle:
stefgina/deeplearning-web-app
Currently in Beta, but running fast!
stefgina/Delay-SDE-net
stefgina/git-commands
Possible common scenarios of command sets.
stefgina/kpca-lda-from-scratch
KPCA and LDA dimensionality reduction algorithms on mnist. Kpca was implemented from scratch, while LDA is pure sklearn.
stefgina/LLM-notes
notes :hugs:
stefgina/Neural-SLAM
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
stefgina/SVR-KNN-Regression
Supervised regression algorithms utilizing the powerful toolkit scikit-learn.