Ephrem-ETH

app_deep_learning

T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis

Awesome-Time-Series-Explainability

A list of (post-hoc) XAI for time series

InterpretTime

Implementation of the InterpretTime framework

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

gretel-blueprints

Public blueprints for data use cases

marp-poster-template

Template for an academic poster using Marp

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

TimeSeriesAnalysis

MLSTM-FCN

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

CoMTE

Counterfactual Explanations for Multivariate Time Series Data

Lime-For-Time

Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

pytorch-timeseries

PyTorch implementations of neural networks for timeseries classification

Attention-Based-LSTM-Network-for-Predicting-Times-Series

Forex price movement forecast

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

DungAF

XAI

Papers and code of Explainable AI esp. w.r.t. Image classificiation

explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

Efficient-Python-for-Data-Scientists

Writing clean and optimized Python code

marseille

Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)

remix

Rule Extraction Methods for Interactive eXplainability

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

Integrated-Gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

xai-series

drkostas

AT4MT

Amharic transliteration for machine translation (AT4MT)

amharic_spell_corrector

Amharic Spelling Corrector based on SymSpell - Spelling corrector which is 1 million times faster through Symmetric Delete spelling correction algorithm

Amharic-English-Machine-Translation-Corpus

Amharic English Machine Translation Corpus prepared through website crawelling and custom preprocessing.

slp2-pdf

Speech and Language Processing, 2nd Edition in PDF format

prefix-beam-search

Code for prefix beam search tutorial by @labodk