Ephrem 's repositories
E2E-ASR-on-Librispeech
End to End Automatic Speech Recognition on Librispeech: Pytorch implementation
E2E-ASR-pytorch
E2E ASR experiments on Librispeech
alexa-end-to-end-slu
This setup allows to train end-to-end neural models for spoken language understanding (SLU).
app-ideas
A Collection of application ideas which can be used to improve your coding skills.
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
captum
Model interpretability and understanding for PyTorch
Data-Mining-Projects
Programming project and Research project for CS583 - Prof. Bing Liu
Ephrem-ETH
Config files for my GitHub profile.
Ephrem-ETH.github.io
🎨 My personal website
giskard
🐢 The testing framework for ML models, from tabular to LLMs
GlobXplain4TSC
A Global Model-Agnostic Rule-Based XAI Method based on Parameterised Event Primitives for Time Series Classifiers
Integrated-Gradients
Attributing predictions made by the Inception network using the Integrated Gradients method
Java-WebSocket
A barebones WebSocket client and server implementation written in 100% Java.
Keyword-Transformer
Implementation of the paper "Keyword Transformer: A Self-Attention Model for Keyword Spotting"
Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
LocalXplain4TSC
Interpreting Black-Box Time Series Classifiers using Parameterised Event Primitives
LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
Time-Series-Analysis-with-Python-Cookbook
Time Series Analysis with Python Cookbook, published by Packt