bilelomrani1

Bilel Omrani's starred repositories

autocorrect

Spelling corrector in python

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SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

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prenlp

Preprocessing Library for Natural Language Processing

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spaCy

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

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texthero

Text preprocessing, representation and visualization from zero to hero.

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retrie

Efficient Trie-based regex unions for blacklist/whitelist filtering and one-pass mapping-based string replacing

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ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

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NLPretext

All the goto functions you need to handle NLP use-cases, integrated in NLPretext

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clean-text

🧹 Python package for text cleaning

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flashtext

Extract Keywords from sentence or Replace keywords in sentences.

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refinery

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

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optimate

A collection of libraries to optimise AI model performances

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kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

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pySBD

🐍💯pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box.

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DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

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httpx

A next generation HTTP client for Python. 🦋

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isotonic

Library for fancy isotonic regression, more than what's in sklearn

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deepsparse

Sparsity-aware deep learning inference runtime for CPUs

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nlpaug

Data augmentation for NLP

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zarr-python

An implementation of chunked, compressed, N-dimensional arrays for Python.

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thefuzz

Fuzzy String Matching in Python

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taichi

Productive, portable, and performant GPU programming in Python.

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metric-learn

Metric learning algorithms in Python

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reloadium

Hot Reloading and Profiling for Python

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pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

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anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

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deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

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dtreeviz

A python library for decision tree visualization and model interpretation.

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transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

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feature_engine

Feature engineering package with sklearn like functionality

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