anton-dergunov ml-playground issues

anton-dergunov / ml-playground

Personal repository for Machine Learning projects

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LIME to explain model prediction

#41 anton-dergunov closed 5 years ago
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Generative Adversarial Networks

#40 anton-dergunov closed 5 years ago
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Go through examples in SciKit-Learn

#39 anton-dergunov closed 5 years ago
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Explore NLP with Spacy and Gensim

#38 anton-dergunov closed 5 years ago
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Predict next word using RNN

#37 anton-dergunov closed 5 years ago
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Recommender systems

#36 anton-dergunov closed 5 years ago
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Sentiment analysis

#35 anton-dergunov closed 5 years ago
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Study list

#34 anton-dergunov closed 5 years ago
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Create workshop at JP Morgan about deep learning

#33 anton-dergunov closed 5 years ago
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Explore Python visualisation tools

#32 anton-dergunov closed 5 years ago
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Check NIPS 2017 talks

#31 anton-dergunov closed 5 years ago
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20 newsgroups text classification

#30 anton-dergunov closed 5 years ago
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Read book "Intro to Information Retrieval"

#29 anton-dergunov closed 6 years ago
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Explore ideas for machine comprehension of text

#28 anton-dergunov closed 5 years ago
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Experiment with fastText for a text classification task

#27 anton-dergunov closed 5 years ago
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Build CapsNet for MNIST

#26 anton-dergunov closed 5 years ago
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Study Kaggle data sets and kernels

#25 anton-dergunov closed 5 years ago
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Investigate Kaggle data sets from Facebook

#24 anton-dergunov closed 5 years ago
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Use XGBoost for Kaggle Avito Context Ad Clicks

#23 anton-dergunov closed 5 years ago
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Generate text using RNN

#22 anton-dergunov closed 5 years ago
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Train a variational autoencoder to generate new images

#21 anton-dergunov closed 5 years ago
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Train RNN for extended Reber grammar (or other task)

#20 anton-dergunov closed 5 years ago
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Implement and train word2vec models

#19 anton-dergunov closed 5 years ago
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Time series prediction using LTSM

#18 anton-dergunov closed 5 years ago
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Artistic Style Transfer

#17 anton-dergunov closed 5 years ago
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Image classification via transfer learning (e.g. Inception v3)

#16 anton-dergunov closed 5 years ago
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Simple CNN for MNIST

#15 anton-dergunov closed 5 years ago
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Pretraining on an auxiliary task for DNN with MNIST

#14 anton-dergunov closed 5 years ago
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Transfer learning for DNN with MNIST

#13 anton-dergunov closed 5 years ago
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Try different tricks for DNN with MNIST

#12 anton-dergunov closed 5 years ago
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Implement 2-layer NN in TensorFlow for MNIST

#11 anton-dergunov closed 5 years ago
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Compare different approaches for dimensionality reduction

#10 anton-dergunov closed 5 years ago
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Implement SVM from scratch

#9 anton-dergunov closed 5 years ago
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Implement logistic regression from scratch

#8 anton-dergunov closed 5 years ago
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Compare different gradient descent algorithms & regressions for linear regression

#7 anton-dergunov closed 5 years ago
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Ensemble Learning for MNIST (or other)

#6 anton-dergunov closed 5 years ago
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Build spam classifier

#5 anton-dergunov closed 5 years ago
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Example of k-Means algorithm usage

#4 anton-dergunov closed 5 years ago
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Coursera - Neural Networks for Machine Learning

#3 anton-dergunov closed 5 years ago
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Finish with notebook from Spark MLlib Workshop

#2 anton-dergunov closed 5 years ago
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Work through assignments in Udacity DL class and write notes of lectures

#1 anton-dergunov closed 5 years ago
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