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vk0302's Projects

basic_model_scratch icon basic_model_scratch

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

content-engine icon content-engine

A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deepstock icon deepstock

Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

inspect_word2vec icon inspect_word2vec

Python code for checking out Google's pre-trained, 3M word Word2Vec model

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume Chevalier

pixeldtgan icon pixeldtgan

A torch implementation of "Pixel-Level Domain Transfer"

sentiment-analysis-twitter icon sentiment-analysis-twitter

:mortar_board:RESEARCH [NLP :thought_balloon:] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter.

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

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