AminaDjelloul

causalml

Uplift modeling and causal inference with machine learning algorithms

causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

dziribert

DziriBERT: a Pre-trained Language Model for the Algerian Dialect

multihead-siamese-nets

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

ai-research-keyphrase-extraction

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

arxiv2018-xling-sentence-embeddings

Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

FrnnMUTE

Pre-trained French RNN Medical Understandability Text Embeddings

Causal_Relation_Extraction

Causal Relation Extraction and Identification using Conditional Random Fields

multi_rake

Multilingual Rapid Automatic Keyword Extraction (RAKE) for Python

semantic-text-similarity

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

BLUE_Benchmark

BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.

BioSentVec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

early-stopping-pytorch

Early stopping for PyTorch

lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

python-string-similarity

A library implementing different string similarity and distance measures using Python.

sent2vec

General purpose unsupervised sentence representations

neural-sentence-embedding-models-for-biomedical-applications

pytorch-nlp-notebooks

Learn how to use PyTorch to solve some common NLP problems with deep learning.

wiktionary-dict

Offline bilingual dictionaries made using data from Wiktionary

qvec

Intrinsic evaluation of word vectors

clus

Clustering and fuzzy-clustering library with integrated CLI

Rushdroid

[fr] "Rush-Hour" like Android game available on the Play Store, optimized for tablets

super_converter

Convert your binary/decimal/hexadecimal number into binary/decimal/hexadecimal with a cool GUI !

nonogram

A nonogram/picross/griddler solver written in Python 3

dupe_eraser

A command-line tool which automate the deletion of duplicate files based on their hash or perceptual-hash.

fforest

A set of tools useful for doing experiments with fuzzy forests