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Anand Mahalingam's Projects

applied-ml icon applied-ml

πŸ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

computer-aided-diagnosis-in-chest-xrays icon computer-aided-diagnosis-in-chest-xrays

Built a neural network to 1) distinguish between normal and abnormal x-ray images of lung segments and 2) perform β€œdiagnosis”, which in the case of radiological evidence usually entails implicating several possible pulmonary conditions of roughly equal probability.

explorer-fe-au-in-pd icon explorer-fe-au-in-pd

This GitHub provides the source code for the paper "Exploring Facial Expression and Action Units in Parkinson Disease"

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kafka-monitor icon kafka-monitor

Monitor the availability of Kafka clusters with generated messages.

learn-python icon learn-python

πŸ“š Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

mtts-can icon mtts-can

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)

ngram-language-model icon ngram-language-model

Python implementation of an N-gram language model with Laplace smoothing and sentence generation.

nlp-in-practice icon nlp-in-practice

NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

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