stefgina Goto Github PK

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.

aws_notes

survival guide for aws :trollface:

chaotic-series-forecasting

EDA, Visualization, Statistical Analysis, ML and DL Modeling for Chaotic Series Forecasting :boom: LSTM, GRU, TCNN, LGBM, CATBOOST, RNN

collab-jar

a useless collab jar :baby_bottle:

deeplearning-web-app

Currently in Beta, but running fast!

delay-sde-net

dgp

TRI-ML Dataset Governance Policy

fragile-chat

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.

launch-control-touchdesigner

Launch Control: Touchdesigner on Steroids :fire:

llm-notes

notes :hugs:

neural-slam

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

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.

svr-knn-regression

Supervised regression algorithms utilizing the powerful toolkit scikit-learn.