hajar-hajji

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

shap

A game theoretic approach to explain the output of any machine learning model.

twint

An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

TCN

Sequence modeling benchmarks and temporal convolutional networks

facebook-scraper

Scrape Facebook public pages without an API key

MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

TPA-LSTM

Temporal Pattern Attention for Multivariate Time Series Forecasting

time-series-autoencoder

PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series

DA-RNN

📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

tweeteval

Repository for TweetEval

attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

causal_impact

Python package for causal inference using Bayesian structural time-series models.

keras_lstm_vae

Keras implementation of LSTM Variational Autoencoder

workshops

Materials for workshops on the Hugging Face ecosystem

Various-Attention-mechanisms

This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras

DEGREE

Code for our NAACL-2022 paper DEGREE: A Data-Efficient Generation-Based Event Extraction Model.

AugmentTS

AugmentTS :: Time Series Data Augmentation using Deep Generative Models

FilterNet

Deep learning architecture for computationally efficient activity recognition as described in the paper FilterNet: A many-to-many deep learning architecture for time series classification

ExploringSentimentalAnalysis

This Repository Contains Different ways to do sentimental Analysis

LatentGranger

flipped_classroom

Replication package for: Flipped Classroom: Effective Teaching for Time Series Forecasting

granger-causality-with-nn

Text-Translation-using-RNN-and-LSTM-

Language translation from one language to another. Concepts used: Encoder network, decoder, Attention decoder, attention mechanism, teacher forcing ,word embeddings

datacamp-master

Datacamp class for master student - 1 week