info-retrievalInformation Retrieval in High Dimensional Data (class deliverables)
Stars: ✭ 33 (+83.33%)
datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
Stars: ✭ 53 (+194.44%)
Eli5A library for debugging/inspecting machine learning classifiers and explaining their predictions
Stars: ✭ 2,477 (+13661.11%)
Github-Stars-PredictorIt's a github repo star predictor that tries to predict the stars of any github repository having greater than 100 stars.
Stars: ✭ 34 (+88.89%)
GDLibraryMatlab library for gradient descent algorithms: Version 1.0.1
Stars: ✭ 50 (+177.78%)
supervised-machine-learningThis repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using…
Stars: ✭ 34 (+88.89%)
SentimentAnalysis(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
Stars: ✭ 40 (+122.22%)
Pytorch classification利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
Stars: ✭ 395 (+2094.44%)
HyperGBMA full pipeline AutoML tool for tabular data
Stars: ✭ 172 (+855.56%)
Kaggle-Competition-SberbankTop 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market
Stars: ✭ 31 (+72.22%)
recsys2019The complete code and notebooks used for the ACM Recommender Systems Challenge 2019
Stars: ✭ 26 (+44.44%)
OpenscoringREST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
Stars: ✭ 536 (+2877.78%)
Machine Learning Is All You Need🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Stars: ✭ 173 (+861.11%)
Machine Learning ModelsDecision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
Stars: ✭ 160 (+788.89%)
Isl PythonSolutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
Stars: ✭ 108 (+500%)
Mylearnmachine learning algorithm
Stars: ✭ 125 (+594.44%)
MlboxMLBox is a powerful Automated Machine Learning python library.
Stars: ✭ 1,199 (+6561.11%)
25daysinmachinelearningI will update this repository to learn Machine learning with python with statistics content and materials
Stars: ✭ 53 (+194.44%)
NyokaNyoka is a Python library to export ML/DL models into PMML (PMML 4.4.1 Standard).
Stars: ✭ 127 (+605.56%)
ml经典机器学习算法的极简实现
Stars: ✭ 130 (+622.22%)
text-classification-svmThe missing SVM-based text classification module implementing HanLP's interface
Stars: ✭ 46 (+155.56%)
Fuku MlSimple machine learning library / 簡單易用的機器學習套件
Stars: ✭ 280 (+1455.56%)
Auto ml[UNMAINTAINED] Automated machine learning for analytics & production
Stars: ✭ 1,559 (+8561.11%)
MarsMars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Stars: ✭ 2,308 (+12722.22%)
Gbm PerfPerformance of various open source GBM implementations
Stars: ✭ 177 (+883.33%)
Arch-Data-ScienceArchlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
Stars: ✭ 92 (+411.11%)
HumanOrRobota solution for competition of kaggle `Human or Robot`
Stars: ✭ 16 (-11.11%)
Nlp Projectsword2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
Stars: ✭ 360 (+1900%)
GrfGeneralized Random Forests
Stars: ✭ 532 (+2855.56%)
Text mining resourcesResources for learning about Text Mining and Natural Language Processing
Stars: ✭ 358 (+1888.89%)
Wikipedia2vecA tool for learning vector representations of words and entities from Wikipedia
Stars: ✭ 655 (+3538.89%)
Artificial Adversary🗣️ Tool to generate adversarial text examples and test machine learning models against them
Stars: ✭ 348 (+1833.33%)
Snips NluSnips Python library to extract meaning from text
Stars: ✭ 3,583 (+19805.56%)
Ytk LearnYtk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
Stars: ✭ 337 (+1772.22%)
Machine learning basicsPlain python implementations of basic machine learning algorithms
Stars: ✭ 3,557 (+19661.11%)
Dota2 PredictorTool that predicts the outcome of a Dota 2 game using Machine Learning
Stars: ✭ 332 (+1744.44%)
DrishtiReal time eye tracking for embedded and mobile devices.
Stars: ✭ 325 (+1705.56%)
Rong360用户贷款风险预测
Stars: ✭ 489 (+2616.67%)
Gather DeploymentGathers scalable tensorflow and infrastructure deployment
Stars: ✭ 326 (+1711.11%)
DeeplearningPython for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Stars: ✭ 4,020 (+22233.33%)
Nlp RecipesNatural Language Processing Best Practices & Examples
Stars: ✭ 5,783 (+32027.78%)
Tensorflow BookAccompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Stars: ✭ 4,448 (+24611.11%)
AutovizAutomatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Stars: ✭ 310 (+1622.22%)
Bert seq2seqpytorch实现bert做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持GPT2进行文章续写。
Stars: ✭ 298 (+1555.56%)
Xgboost Predictor JavaPure Java implementation of XGBoost predictor for online prediction tasks.
Stars: ✭ 302 (+1577.78%)
Grtgesture recognition toolkit
Stars: ✭ 739 (+4005.56%)
Textclassification KerasText classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
Stars: ✭ 621 (+3350%)
TgboostTiny Gradient Boosting Tree
Stars: ✭ 302 (+1577.78%)
Text Cnn嵌入Word2vec词向量的CNN中文文本分类
Stars: ✭ 298 (+1555.56%)