K-Schubert
I am a M.Sc. Statistics graduate from the University of Geneva (CH) with a passion for NLP and deep learning.
University of GenevaGeneva, Switzerland
Pinned Repositories
BERT_Financial_Sentiment_Analysis
Using Tweepy to pull data from Twitter and scraping world news to predict daily sentiment for stocks using BERT.
hackathon-unigpt-assist
A RAG chatbot for UNIGE developed during the University of Geneva 2023 Hackathon.
iarts
A repo for my IARTS projects (AI generated art, style transfer, stable diffusion, etc.).
LLM-training
Experimenting with LLMs and training.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
R_Programming_For_Data_Science
Summer School Course 2019
RAG-ML-chatbot
A repository to experiment with a specialized AI Assistant chatbot for ML Research
speech-emotion-recognition
A project to detect emotions from audio samples (Emo-DB: http://emodb.bilderbar.info/start.html).
Swiss_Mountain_app
Development of an app for the identification of swiss mountains. Wondering what peak you are facing while hiking in the swiss Alps? Take a picture with your cellphone and find out!
TransferLearning_ResNet_PETS
Transfer Learning with some pre-trained FastAI resnet models on the PETS image dataset. This is a fine grained classification task with 37 categories (cat and dog breeds). ResNet 34 achieves 94.3% accuracy and ResNet 50 achieves 95% accuracy.
K-Schubert's Repositories
K-Schubert/CIFAR10_NN
Neural Network model on the CIFAR-10 image dataset trained with mini-batch SGD.
K-Schubert/MNIST_NN
Neural Network model on the MNIST image dataset trained with mini-batch SGD.
K-Schubert/Brazilian_House_Rent_Linear_Regression
Linear Regression model on the Brazilian House Rent dataset trained with mini-batch SGD.
K-Schubert/MNIST_Logistic_Regression
Multinomial Logistic Regression on the MNIST image dataset trained with mini-batch SGD.
K-Schubert/CIFAR10_Logistic_Regression
Multinomial Logistic Regression model trained with mini-batch SGD on the CIFAR-10 image dataset.
K-Schubert/Python
Python projects from the MSc. Statistics
K-Schubert/R_Programming_For_Data_Science
Summer School Course 2019
K-Schubert/Marketing-Simulation
Simulation study on the estimation of effect sizes and power
K-Schubert/Text-Mining
Text Mining Project (ongoing)
K-Schubert/Web-Scraping
Some web scraping scripts
K-Schubert/Data-Visualization
Data visualization using 'ggplot2' on TdF winners.
K-Schubert/R
R Projects from the MSc. Statistics
K-Schubert/Javascript-HTML
Experiment programming in JS/HTML for Prof. Scheibehenne Cognitive Psychology lab (under the supervision of PhD Antonia Krefeld-Schwalb)
K-Schubert/Matlab
Matlab projects from the MSc. Statistics