Ananya Pathak's Projects
Python scripts to experiment with and explore different methodologies used in Deep Learning.
Deep Learning Papers on Medical Image Analysis
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
My project site
Toy transformer with GPT like decoder architecture.
Becoming 1% better at data science everyday
pyhton3 implementation of project euler problems
āļø A carefully curated list of NLP paper summaries
A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.
POC's of some challenging data problems.
Personal reading list
Create finetuning/distillation data fast! Multi-model support for regularization against single model biases
implementation of some attention mechanisms. Meant for learning purpose
SCAN: Learning to Classify Images without Labels (ECCV 2020)