ml经典机器学习算法的极简实现
Stars: ✭ 130 (+333.33%)
Mutual labels: numpy, svm, knn
Ad examplesA 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.
Stars: ✭ 641 (+2036.67%)
Mutual labels: lstm, gan, rnn
Tensorflow TutorialTensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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Mutual labels: dropout, gan, rnn
Lstms.pthPyTorch implementations of LSTM Variants (Dropout + Layer Norm)
Stars: ✭ 111 (+270%)
Mutual labels: lstm, dropout, rnn
AilearningAiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Stars: ✭ 32,316 (+107620%)
Mutual labels: svm, lstm, rnn
MachineLearning机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。
Stars: ✭ 23 (-23.33%)
Mutual labels: numpy, svm, knn
BasicocrBasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。
Stars: ✭ 336 (+1020%)
Mutual labels: lstm, gan, rnn
Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Stars: ✭ 134 (+346.67%)
Mutual labels: lstm, gan, style-transfer
Caption generatorA modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Stars: ✭ 243 (+710%)
Mutual labels: lstm, rnn, image-captioning
ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Stars: ✭ 345 (+1050%)
Mutual labels: numpy, lstm, rnn
CS231nPyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
Stars: ✭ 47 (+56.67%)
Mutual labels: numpy, lstm, style-transfer
CoMoGANCoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.
Stars: ✭ 139 (+363.33%)
Mutual labels: gan, style-transfer
GAN-RNN Timeseries-imputationRecurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
Stars: ✭ 107 (+256.67%)
Mutual labels: gan, rnn
NIDS-Intrusion-DetectionSimple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN
Stars: ✭ 45 (+50%)
Mutual labels: svm, knn
Sequence-Models-courseraSequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.
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Mutual labels: lstm, rnn
CariMe-pytorchUnpaired Caricature Generation with Multiple Exaggerations (TMM 2021)
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Mutual labels: gan, style-transfer
Machine-LearningThe projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
Stars: ✭ 54 (+80%)
Mutual labels: lstm, image-captioning
Amazon-Fine-Food-ReviewMachine learning algorithm such as KNN,Naive Bayes,Logistic Regression,SVM,Decision Trees,Random Forest,k means and Truncated SVD on amazon fine food review
Stars: ✭ 28 (-6.67%)
Mutual labels: svm, knn
