deyachatterjee

Deya Chatterjee's starred repositories

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

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d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

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pwc

This repository is no longer maintained.

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learn-python3

Jupyter notebooks for teaching/learning Python 3

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deepo

Setup and customize deep learning environment in seconds.

Language:PythonMIT6320 174 124

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

6052 617 5

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

Language:PythonMIT4591 2150

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

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stat-cookbook

:orange_book: The probability and statistics cookbook

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notes

detailed notes on computer science topics, in one page

MIT2076 69 1

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

1463 83 1

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

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natural-language-processing

Resources for "Natural Language Processing" Coursera course.

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ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

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pytorch-for-numpy-users

PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com

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MathAndScienceNotes

Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc

CC0-1.0501 200

stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

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A-Collection-of-important-tasks-in-pytorch

Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

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awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

260 100

The-GAN-World

Everything about Generative Adversarial Networks

250 18 1

IPSUR

IPSUR, Introduction to Probability and Statistics Using R, is a textbook written for an undergraduate course in probability and statistics. IPSUR is FREE, in the GNU sense of the word.

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AI-Resource

Collection of resources for AI

24 4 1

semantic-segmentation-indian-driving-dataset

This repository implements Semantic Segmentation of the Indian Driving Dataset. It contains two architectures to achieve this: FCN8s and SegNet.

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Satoshi-Awesome-Opportunities

Research, speaking, and other opportunities from the cryptosphere.

10 100

Math_of_ML

Repository consists of the Jupyter Notebooks which will be demonstrated during the talk

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Lunch-time-Machine-Learning-Projects

A collection of machine learning projects.

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cp

A repository of my submissions at various Competitive Programming portals

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DeepLearning.ai-Summary

This repository contains my personal notes and summaries on DeepLearning.ai course. I've enjoyed every little bit of the course hope you enjoy my notes too.

MIT1 10

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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