Sougata Pramanik's Projects
A living collection of deep learning problems
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
scikit-learn: machine learning in Python
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The Udacity open source self-driving car project
A self-driving car simulator built with Unity
:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
Solved SPOJ problems
List of Top 500 SQL Interview Questions & Answers with queries and more
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Statistical Data Analysis in Python
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
CU Boulder | 5622-Project
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Computation using data flow graphs for scalable machine learning
Exploring mrdbourke's awesome π₯ course on Deep Learning using Tensorflow. Beautiful Jupyter notebooks, a well structured installable Python package, issues tracking on a Kanban board, and a deployed Github Page website. Come dive in!
TensorFlow Tutorial and Examples for Beginners with Latest APIs
"Deep Learning with TensorFlow" LiveLessons
Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.
TensorFlow Tutorials with YouTube Videos
Simple tutorials using Google's TensorFlow Framework
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
all kinds of text classification models and more with deep learning
TextAttack π is a Python framework for adversarial attacks, data augmentation, and model training in NLP
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.