Anna Liednikova (pasana)

pasana

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Location:Kyiv, Ukraine

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Anna Liednikova's starred repositories

Jekyll-Theme-Dumbarton

Dumbarton is a Jekyll Theme developed by Tyler Butler. The theme is designed for academics and features a simple home page with an about me section, a blog, and an interactive highlights section to describe publications, coursework, courses taught, and projects. UI design with Bootstrap and Animate CSS. Dumbarton is not compatible with Github Pages at this time.

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KeyBERT

Minimal keyword extraction with BERT

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medical-question-answer-data

Medical question and answer dataset gathered from the web.

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Advice-EMNLP2020

Dataset and code related to EMNLP 2020 paper 'Help! Need Advice on Identifying Advice'

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dialog-tree-creator

Easy way to organize your in-game dialogs

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Bert-text-classification

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

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FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

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bert_nli

A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)

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stopwords

Default English stopword lists from many different sources

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clean-text

🧹 Python package for text cleaning

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EmpatheticDialogues

Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.

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igbot

🐙 Free scripts, bots and Python API wrapper. Get free followers with our auto like, auto follow and other scripts!

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visual-semantic-embedding

Implementation of the image-sentence embedding method described in "Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models"

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Multimodal-Emotion-Recognition

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

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seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

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nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

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Text-Classification-Pytorch

Text classification using deep learning models in Pytorch

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Match

sentences pair match, relevance match

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botfront

Enterprise-grade open source GUI platform for Rasa teams

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MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

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DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

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LexicalRichness

:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).

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medicare_locator

🏥Medicare Locator - Open source starter pack for developers to build contextual chatbots and AI assistants in healthcare

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nlp

:memo: This repository recorded my NLP journey.

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clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

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MITIE

MITIE: library and tools for information extraction

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ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

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BigDL-2.x

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

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