deyachatterjee

CheatSheetSeries

The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gensim

Topic Modelling for Humans

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

deep-learning-drizzle

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

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

medical-data

machine_learning_basics

Plain python implementations of basic machine learning algorithms

notes

Full-stack web development notes.

start-here

:bulb: A Quick-start Guide for People who want to dwyl :heart: :white_check_mark:

Data-Science-45min-Intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

ciml

A Course in Machine Learning

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

McCarthy-AI-Roadmap

Roadmap to learn AI for associates at McCarthy Lab@Next Tech Lab

nsl-kdd

Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999

Deep-Learning-Algorithms-Implementation

Implementations of (Deep Learning + Machine Learning) Algorithms

interview-prep

🤼 An aggregate of technical interview questions and testimonies.

Lymphoma-Cancer-Classification

A PyTorch implementation for differentiating between different types of lymphoma cancer

Twitter-Sentiment-Analysis

Summer Internship Project (2018)

DS-ML-Lab-Resources

List of relevant resources for Gen-Y DS&ML Lab Members

Bangla-Digit-Recognition

Jupyter Notebook For Data Exploration and Model Building for Bangla Digit Recognition.

RevEngineering

graph-nn-resources

ComputerVision101

Implementation of basic computer vision algorithms

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

NotebooksNLP

Interactive scribe for NLP Course, IIT Kharagpur

MSInterviewQuestions

100 Microsoft Interview Questions