[Machine Learning Practices]

ASL Recognition with Deep Learning

A convolutional neural network to classify images of letters from American Sign Language.

Find Movie Similarity from Plot Summaries

Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.

Chatbot

Building a chatbot using PyTorch

Classify Song Genres from Audio Data

Apply machine learning methods in Python to classify songs into genres.

[Learning By Papers]

Natural Language Processing

Code replication of classical NLP papers

Reinforcement Learning

Code replication of classical reinforcement learning papers

Computer Vision

Code replication of  classical CV papers

[Data Analyses]

Dive into Paris RER-B Breakdowns

Data Visualization

Dive into Paris RER-B Breakdowns

Data Visualization