6148 Open source projects that are alternatives of or similar to Textclustering

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.

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Multiple implementations for abstractive text summurization , using google colab

All about Neural Networks!

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

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

Some research experiments

Oxford Deep NLP 2017 course - Practical 1: word2vec

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Remove problematic gender bias from word embeddings.

Watchman: An open-source social-media event-detection system

Service Classification based on Service Description

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network

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

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

A curated list of awesome embedding models tutorials, projects and communities.

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Inspired by word2vec-pride-vis the replacement of words of Russian most valuable novels text with closest word2vec model words. By Boris Orekhov

Implementation of Hierarchical Attention Networks in PyTorch

Log Anomaly Detection - Machine learning to detect abnormal events logs

Machine Learning Lectures at the European Space Agency (ESA) in 2018

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

Models and Pipelines for the Spark NLP library

This repository contains IPython notebooks that I have written.

GitHub Action for repo2docker

FCOS: Fully Convolutional One-Stage Object Detection.

The Hacker Within at the University of California - Berkeley

Multi-purpose tool for sound design and music production implemented in TensorFlow.

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

DEPRECATED: please see individual lesson repositories for current material.

Faster-RCNN based on Densecap(deprecated)

p5_VehicleDetection_Unet

A non-sampling profiler purpose built to measure and optimize performance of ultra low latency/real time systems

Code and instructions for making an animated map of Earth

AIND Term 2 -- VUI Capstone Project

Game Theory and Python, a workshop investigating repeated games using the prisoner's dilemma

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Repository which contains various scripts and work with various basketball statistics

PyTorch tutorials A to Z

Natural Language Processing

Exploring applications of deep learning to the world of wine

Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"

Código para el curso "Aprende Data Science y Machine Learning con Python"

https://plot.ly/dash/gallery/live-wind-data/

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

Basics of programming: algorithms, data structures, object oriented programming

A complete set of Recommender Systems techniques used in the Spotify Recsys Challenge 2018 developed by a team of MSc students in Politecnico di Milano.

机器学习与深度学习算法示例

Experiments with Deep Learning

[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

基于李笑来的那本自学是一门手艺的书，然后里面有自己修改的痕迹，以及更多的资料。

An LSTM Autoencoder for rare event classification