samensah

unsloth

Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

finre

Towe-TradeSyntax4WP

samensah.github.io

encoders_towe_emnlp2021

Encoders for Target-Oriented Opinion Word Extraction

Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

polwpsurvey

survey ad images

Pattern-Avoidance

Mesh pattern avoidance in permutations

vision

Datasets, Transforms and Models specific to Computer Vision

SynLSTM-for-NER

Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.

PairwiseFM

Deep-Interactive-Network

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

nlp-journey

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Curriculum-Labeling

[AAAI 21] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning

NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Recurrent_Interaction_Network_EMNLP2020

Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.

Covolution_over_Dependency_Tree_EMNLP2019

Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.

Expectation-Maximization

Prisoners-Dilemma

Prisoner's dilemma - Game Theory

NeuralMF-TF2

Implementation of Neural Collaborative Filtering in tensorflow 2

Neuroscience-Lab

ABSA_Keras

Keras Implementation of Aspect based Sentiment Analysis

Deep-Tutorials-for-PyTorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

tensorflow-nlp

Code for Natural Language Processing, and Text Generation, in TensorFlow 2.x / 1.x

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

facebook-ad-library-scraper

A Python scraper for the Facebook Ad Library, using the official Facebook Ad Library API.