6566 Open source projects that are alternatives of or similar to Syntree2vec

A collection of notebooks for Natural Language Processing from NLP Town

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

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

A PyTorch implementation of GraphRel

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

Generating multiple choice questions from text using Machine Learning.

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Statistics and accepted paper list of NLP conferences with arXiv link

Collection of useful data science topics along with code and articles

a sklearn wrapper for Google's BERT model

Jupyter Notebooks with Deep Learning Tutorials

Machine Learning notebooks for refreshing concepts.

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Simple downloader for pre-trained word vectors

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Quiz & Assignment of Coursera

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Open Machine Learning course at MIPT

The Python Code Tutorials

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

top 1% solution to toxic comment classification challenge on Kaggle.

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

Entity linking framework

Oxford Deep NLP 2017 course - Practical 1: word2vec

Graph Convolution Network for NLP

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Remove problematic gender bias from word embeddings.

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

Tutorial: Natural Language Processing in Python

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Visualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Neural question generation using transformers

Web scrapping and related analytics using Python tools

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Official Repository for 'Practical Natural Language Processing' by O'Reilly Media

Course repo for Applied Natural Language Processing (Spring 2019)

Simple XLNet implementation with Pytorch Wrapper

BERT score for text generation

Github repo with tutorials to fine tune transformers for diff NLP tasks

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

Quiz & Assignment of Coursera

Learn how to responsibly deliver value with ML.

BERT semantic search engine for searching literature research papers for coronavirus covid-19 in google colab

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

NLP in Python with Deep Learning

Build a bot that speaks like you!

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.