1102 Open source projects that are alternatives of or similar to Cs224n

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

All about Neural Networks!

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.

Topic Modelling for Humans

Oxford Deep NLP 2017 course - Practical 1: word2vec

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

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

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Beautiful visualizations of how language differs among document types.

Notebooks for the Seattle PyData 2017 talk on Scattertext

Assessing Source Code Semantic Similarity with Unsupervised Learning

Japanese text8 corpus for word embedding.

Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7

A fast, efficient universal vector embedding utility package.

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

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

Pujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec

Library for Korean morpheme and word vector representation

🦆 Contextually-keyed word vectors

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

Datasets, tools, and benchmarks for representation learning of code.

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

Jupyter notebooks for Chainer hands-on

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Multiple implementations for abstractive text summurization , using google colab

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

LanguageCrunch NLP server docker image

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

Unsupervised text tokenizer for Neural Network-based text generation.

Official Stanford NLP Python Library for Many Human Languages

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

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

Build a bot that speaks like you!

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

A curated list of resources for NLP (Natural Language Processing) for Korean

Python library for digesting Persian text.

📜 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

深度学习入门教程, 优秀文章, Deep Learning Tutorial

An R package for the Quantitative Analysis of Textual Data

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Named Entity Recognition using multilayered bidirectional LSTM

Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.

A Large-Scale Few-Shot Relation Extraction Dataset

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

An evolving guide to learning Deep Learning effectively.

Thai Natural Language Processing in Python.

Automatically generate headlines to short articles

Extract Keywords from sentence or Replace keywords in sentences.

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Style and Grammar Checker for 25+ Languages

A collection of notebooks for Natural Language Processing from NLP Town

WTTE-RNN a framework for churn and time to event prediction

This repo contains implementation of different architectures for emotion recognition in conversations.

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

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.