Front-end Development, Natural Language Processing, Data Science, Artificial Intelligence.
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pos_tagging_task
pos_tagging_task PublicMachine Learning Brute-force approach on Part of Speech Tagging. Estimated precision, recall, accuracy, and F-measure on the task using 5-fold cross-validation. Implemented classifiers in Python fo…
Python
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sentiment_analyzer_task
sentiment_analyzer_task PublicSentiment Analyzer built with Python. Pre-processed data and built a basic Bag-of-words model. Implemented the Naive Bayes, Decision Tree, and Logistic Regression classifiers. Also ran classifiers …
Python
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rl_task
rl_task PublicTrained an artificial intelligence agent using reinforcement learning to play a simple version of the game "Snake". Implemented a Temporal Difference version of the Q-learning Algorithm. Completed …
Python
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