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Vignesh Kalai's Projects

ai-projects icon ai-projects

Artificial Intelligence projects, documentation and code.

complete-data-science-toolkits icon complete-data-science-toolkits

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook, python alone or the html version.

d2l-pytorch icon d2l-pytorch

This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-in-production icon deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

deeplearningmovies icon deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

ernie icon ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fasttext icon fasttext

Library for fast text representation and classification.

freeml icon freeml

Data Science Resources (Mostly Free)

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