Nlp Libraries

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Nlp Libraries

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Technical and sentiment analysis to predict the stock market. The aim of the project is to investigate the performance of various machine learning models to predict stock market movements based on hi…

FairyTailor: Multimodal Generative Framework for Storytelling

Users can create a cohesive children's story by weaving generated texts and retrieved images with their input. With co-creation, writers contribute their creative thinking, while generative models co…

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

All the Observers can store their state in databases (Sqlite, Postgres, MySQL, etc.), making Obsei suitable for scheduled jobs or serverless applications. Install the following (if not present alread…

Basic text analytics and natural language processing in Python

Basic computational linguistics and natural language processing in Python. This package provides code to support introductory courses in computational linguistics or natural language processing. Thes…

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases are a union of vector indexes (sparse and dense), graph networks a…

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

Once system dependencies have been satisfied, you can install the library with the following. The full Tensorflow package is installed with the following: In use cases where you require a small footp…

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This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

Hi everyone! This is my respository where I store all my code and research within Quantitative Finance with the programming languages: C++, R and Python. Some of the things you can find here are trad…

Repository for Project Insight: NLP as a Service

The downstream NLP tasks covered: News Classification Entity Recognition Sentiment Analysis Summarization The user can select different models from the drop down to run the inference. The users can a…

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn Hey Guys!! Want to Learn about ChatBots? So the Solution is Here. It's a very Informative Session that disc…

🐍 Hand-picked awesome Python libraries and frameworks, with an emphasis on data and machine learning, organised by category

Hand-picked awesome Python libraries and frameworks, with an emphasis on data and machine learning, organised by category 🐍 Updated 27 Feb 2024 Code quality tooling: linters, formatters, pre-commit h…

A python project for converting an Image into audible sound using OCR and speech synthesis

Now keep explore it by testing it with various input picture to see what kinda of sound it produces Did you find this information useful, then give it a star

Visualization Module for Natural Language Processing

nlplot: Analysis and visualization module for Natural Language Processing 📈 Facilitates the visualization of natural language processing and provides quicker analysis You can draw the following graph…

Open-source offline translation library written in Python

Argos Translate also manages automatically pivoting through intermediate languages to translate between languages that don't have a direct translation between them installed. For example, if you have…

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Data Science Hacks is created and maintained by Analytics Vidhya for the data science community. It includes a variety of tips, tricks and hacks related to data science, machine learning These Hacks …

Collection of open-source libraries and tools for Robotic Process Automation (RPA), designed to be used with both Robot Framework and Python

Table of Contents The RPA Framework project currently includes the following libraries: To install all extra packages (including Playwright dependencies), you can use: Note Python 3.8 or higher is re…

:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.

This command installs everything needed for basic Pipelines that use an in-memory DocumentStore. If you want to install only the dependencies needed for model inference on your local hardware (not re…

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Simply use:

A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for training.

RNNoise написан на C и имеет методы для шумоподавления одного фрейма длиной 10 миллисекунд. Фрейм должен быть с частотой дискретизации 48000Гц, моно, 16 бит. Установка с помощью pip: И выполнить: Под…

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

TextAttack is a Python framework for adversarial attacks, data augmentation, and model training in NLP. There are lots of reasons to use TextAttack: You should be running Python 3.6+ to use this pack…

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

This repository contains an SDK and example Jupyter notebooks to showcase its use. Interpret-Text incorporates community developed interpretability techniques for NLP models and a visualization dashb…

Transforms PDF, Documents and Images into Enriched Structured Data

It provides analysts, data scientists and developers with clean structured and label-enriched information set for ready-to-use applications ranging from data entry and document analysts automation, a…

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Hadoop Hive

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

Warning MLCONJUG3 now only supports Python 3.x as Python 2.x has been deprecated in 2020. If you want to cite mlconjug3 in an academic publication use this citation format:

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

A Command Line application and Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese, and Romanian (with more languages soon to come) using Machine Learning techniques. 🧠…

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

🛠 All-in-one web-based IDE specialized for machine learning and data science.

The ML workspace is an all-in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on you…

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