Sougata Pramanik's Projects
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
The world's simplest facial recognition api for Python and the command line
The fast.ai deep learning library, lessons, and tutorials
Free resources for learning data science
The Open Source Data Science Masters
My (Rubyist) solutions to Google's Python class
this repository accompanies my forthcoming book "Grokking Deep Learning"
A collection of easy-to-understand guides to programming tools
HackerRankCodeExample
Hands-On Data Science and Python Machine Learning, published by Packt
Hands-On Deep Learning with TensorFlow, published by Packt
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A guide to contributing to open source
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Everything you need to know to get the job.
Notebooks and code for the book "Introduction to Machine Learning with Python"
IPAM Tutorials on Theano/Torch
A collection of IPython notebooks covering various topics.
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
All my submissions for Kaggle contests that I have been, and going to be participating.
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
Keras implementations of Generative Adversarial Networks.
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
Simple tutorials using Keras Framework
Pascal van Kooten's website hosted on github.io
Open Content for self-directed learning in data science
Oxford Deep NLP 2017 course