Category: Machine Learning

  • Some NLP Frameworks that you can try out today

    http://mrg.bz/A2DcmG 1. https://chainer.org/ 2. http://learningsys.org/papers/LearningSys_2015_paper_33.pdf 3. https://deeplearning4j.org/ 4. http://www.aclweb.org/anthology/W15-1515 5. https://github.com/attardi/deepnl 6. https://github.com/clab/dynet 7. https://arxiv.org/pdf/1701.03980.pdf 8. https://keras.io/ 9. https://github.com/erickrf/nlpnet 10. http://nilc.icmc.usp.br/nlpnet/ 11. http://opennmt.net/ 12. http://opennmt.net/OpenNMT/applications/ 13. http://pytorch.org/about/ 14. https://spacy.io/ 15. https://stanfordnlp.github.io/CoreNLP/ 16. https://www.tensorflow.org/ 17. http://tflearn.org/ 18. https://github.com/Theano/Theano 19. https://github.com/odashi/chainer_nmt

  • 7 Steps of Machine Learning

    The 7 steps of any Machine Learning problem to answering questions Gathering Data Preparing the Data Choosing a Model Training Evaluation Hyperparameter Tuning Prediction   Data Gathering We will first gather data, in order to train our model we need data for example if we are predicting whether a drink is wine or beer, so we need features like colour… Continue reading "7 Steps of Machine Learning"

  • 11 Data Mining Algorithms

    algorithms

    1. Regression & Classification Linear Multivariate Linear Logistic Softmax Vectorization Gradient Calculation Stochastic Gradient Descent (SGD) Optimizers and Objectives 2. Regularization Ridge regression 3. Clustering k – Means EM Algorithms 4. Unsupervised Learning Autoencoders PCA Whitening sparse coding 5. Neural Network Perceptrons Backpropagation Restricted Boltzmann Machines Learning Vector Quantization 6. Deep Learning Stacked Autoencoders Convolution Neural Networks (Feature Extraction, Pooling)… Continue reading "11 Data Mining Algorithms"

  • Top Ten Places where AI and Machine Learning make our Life Easier

    AI

    Creativity to make our surrounding automatic is our one and only aim left. Day by Day AI and Machine Learning automating more and more parts of our life.We all have heard about AI thanks to movies for its introduction, but what about Machine Learning/ML. ML is the buzzword for most of us. Basically, ML makes computer to learn.In a nut… Continue reading "Top Ten Places where AI and Machine Learning make our Life Easier"