DeepClassifierDeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.
Stars: ✭ 25 (+38.89%)
data-science-popular-algorithmsData Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.
Stars: ✭ 65 (+261.11%)
kaggle-codeA repository for some of the code I used in kaggle data science & machine learning tasks.
Stars: ✭ 100 (+455.56%)
TgboostTiny Gradient Boosting Tree
Stars: ✭ 302 (+1577.78%)
ML-CourseraThis repository contains all the programming exercises in Python for the Coursera course called "Machine Learning" by Adjunct Professor Andrew Ng at Stanford University.
Stars: ✭ 66 (+266.67%)
feedIOA Feed Aggregator that Knows What You Want to Read.
Stars: ✭ 26 (+44.44%)
Pytorch-NLUPytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…
Stars: ✭ 151 (+738.89%)
Tf Rnn AttentionTensorflow implementation of attention mechanism for text classification tasks.
Stars: ✭ 735 (+3983.33%)
Text ClassificationImplementation of papers for text classification task on DBpedia
Stars: ✭ 682 (+3688.89%)
Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Stars: ✭ 24,626 (+136711.11%)
Whatlang RsNatural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/
Stars: ✭ 400 (+2122.22%)
WeSTClass[CIKM 2018] Weakly-Supervised Neural Text Classification
Stars: ✭ 67 (+272.22%)
nlp-ltNatural Language Processing for Lithuanian language
Stars: ✭ 17 (-5.56%)
tensorflow kaggle house price[Done] Master version: developed the stacked regression (score 0.11, top 5%) based on (xgboost, sklearn). Branch v1.0: developed linear regression (score 0.45) based on Tensorflow
Stars: ✭ 25 (+38.89%)
Text Cnn嵌入Word2vec词向量的CNN中文文本分类
Stars: ✭ 298 (+1555.56%)
Graph-Based-TCGraph-based framework for text classification
Stars: ✭ 24 (+33.33%)
EurekaTreesVisualizes the Random Forest debug string from the MLLib in Spark using D3.js
Stars: ✭ 37 (+105.56%)
watson-document-classifierAugment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.
Stars: ✭ 41 (+127.78%)
Stagesepxdetect stages in video automatically
Stars: ✭ 293 (+1527.78%)
lleavesCompiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
Stars: ✭ 132 (+633.33%)
Nepali-News-ClassifierText Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.
Stars: ✭ 13 (-27.78%)
H2o 3H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Stars: ✭ 5,656 (+31322.22%)
character-level-cnnKeras implementation of Character-level CNN for Text Classification
Stars: ✭ 56 (+211.11%)
dlime experimentsIn this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).
Stars: ✭ 21 (+16.67%)
SharplearningMachine learning for C# .Net
Stars: ✭ 294 (+1533.33%)
cheapmlMachine Learning algorithms coded from scratch
Stars: ✭ 17 (-5.56%)
missRangerR package "missRanger" for fast imputation of missing values by random forests.
Stars: ✭ 42 (+133.33%)
Vehicle DetectionCreated vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).
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wetlandmapRScripts, tools and example data for mapping wetland ecosystems using data driven R statistical methods like Random Forests and open source GIS
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Rrcf🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
Stars: ✭ 289 (+1505.56%)
featurewizUse advanced feature engineering strategies and select best features from your data set with a single line of code.
Stars: ✭ 229 (+1172.22%)
HiLAPCode for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019
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SpeechEmoRecSpeech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
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OsqpThe Operator Splitting QP Solver
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CaverCaver: a toolkit for multilabel text classification.
Stars: ✭ 38 (+111.11%)
NLP QuickbookNLP in Python with Deep Learning
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Chinese Text ClassificationChinese-Text-Classification,Tensorflow CNN(卷积神经网络)实现的中文文本分类。QQ群:522785813,微信群二维码:http://www.tensorflownews.com/
Stars: ✭ 284 (+1477.78%)
keras-aquariuma small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.
Stars: ✭ 14 (-22.22%)
transfer-learning-text-tfTensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)
Stars: ✭ 82 (+355.56%)
Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
Stars: ✭ 21,978 (+122000%)
Kickstarter-AnticipatorThe main aim of this project is to tell that the certain project will be successful or it will fail by applying machine learning algorithm. In this , LOGISTIC REGRESSION is used to determine the success of the project by splitting the data into training and testing models and predicting a successful one.
Stars: ✭ 13 (-27.78%)
sign-languageAndroid application which uses feature extraction algorithms and machine learning (SVM) to recognise and translate static sign language gestures.
Stars: ✭ 35 (+94.44%)
SynapseMLSimple and Distributed Machine Learning
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node-fasttextNodejs binding for fasttext representation and classification.
Stars: ✭ 39 (+116.67%)
FNet-pytorchUnofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
Stars: ✭ 204 (+1033.33%)
osqpThe Operator Splitting QP Solver
Stars: ✭ 929 (+5061.11%)
pghumorIs This a Joke? Humor Detection in Spanish Tweets
Stars: ✭ 48 (+166.67%)