Goutham Karunakaran's repositories
Bert-text-classification
DistillBERT + PyTorch on Kaggle disaster tweets competiton.
Duplicate-Question-Detection
Quora question pairs dataset. PyTorch + Torchtext + LSTM
Gender-classifier
Comparing sklearn classifiers on a dataset used to classify observations as male or female.
ANNs-in-Numpy
Examples of feed forward network and gradient descent done only using numpy.
Information-Retrieval
Retrieve ranked results of news urls based on user query from an ny times corpus.
ScraperAndTf-idf
Using BeautifulSoup and Newspaper library to scrape news off TOI site and search a query, returning results ranked by TF-IDF
soloist-task-based-chatbot
Implementation of SOLOIST architecture for task based conversational AI system. data - Multiwoz dialog.
Twitter-Sentiment-Analysis
Gauge approval levels of top Indian politicians by twitter sentiment analysis.
Captum-Cub200
Captum to explain CNN predictions on Cub_200 dataset.
duplicate-question
Blog on LSTMs for duplicate question detection
goutham794.github.io
Personal Blog
interpretable-ml-book
Book about interpretable machine learning
main_entity_recognizer
Identify the main comapny/org that a piece of text is talking about. Uses bert base fine tuned on CONLL from huggingface transformers
ML-Notes
Machine learning
my-portfolio
Portfolio site.
quora-question-pairs
Some work on the Quora question pairs Kaggle competition.
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
shift-reduce-parser
shift-reduce-parser
transactions
transactions
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.