6577 Open source projects that are alternatives of or similar to Madewithml

Entity linking framework

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

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.

How to build RNNs and LSTMs from scratch with NumPy.

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

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

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

Graph Convolution Network for NLP

Statistics and accepted paper list of NLP conferences with arXiv link

Course repo for Applied Natural Language Processing (Spring 2019)

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

BERT score for text generation

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

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。

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

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

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

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

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.

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

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.

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

Neural question generation using transformers

A collection of notebooks for Natural Language Processing from NLP Town

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

Data augmentation for NLP

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

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Important paper implementations for Question Answering using PyTorch

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

A news recommendation system tailored for user communities

Web scrapping and related analytics using Python tools

Machine Learning University: Accelerated Natural Language Processing Class

Jupyter Notebooks with Deep Learning Tutorials

a sklearn wrapper for Google's BERT model

A PyTorch implementation of GraphRel

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

Machine Learning notebooks for refreshing concepts.

Oxford Deep NLP 2017 course - Practical 1: word2vec

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

Python implementation of TextRank for phrase extraction and summarization of text documents

Tutorial: Natural Language Processing in Python

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"

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

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

NLP in Python with Deep Learning

Collection of useful data science topics along with code and articles

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

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

Simple XLNet implementation with Pytorch Wrapper

Open Machine Learning course at MIPT

The Python Code Tutorials

Quiz & Assignment of Coursera

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

General Assembly's 2015 Data Science course in Washington, DC

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

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

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Build a bot that speaks like you!