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100-days-of-ml-code

A day to day plan for this challenge. Covers both theoritical and practical aspects

2015

Public material for CS109

addons

Useful extra functionality for TensorFlow 2.0 maintained by SIG-addons

adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

aeneas

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

awesome-deep-learning

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

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

bert-qa

BERT for question answering starting with HotpotQA

book-recommender-system-rbm

A book recommender system created using simple Restricted Boltzmann Machines in TensorFlow

btp

My B.Tech project for performing Image Segmentation using the UNet Architecture based CNN model and classifying images within 12 classes.

churn-prediction-model

A churn prediction task, to improve my analysis and ML skills

conceptnet5

Code for building ConceptNet from raw data.

course-v3

The 3rd edition of course.fast.ai

cowin-app

data-preprocessing-template

This repository includes all the Data Preprocessing required before using a dataset on a Machine Learning Model. Please refer README on how to use.

data-science--cheat-sheet

Cheat Sheets

data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

deep-learning-books

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-drizzle

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

deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

deeplearning.ai-summary

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

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

dragonfire

an open-source virtual assistant for Ubuntu based Linux distributions

expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation