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applied-ml

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

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

coding-exercises

My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

covid19india-cluster

:microscope: COVID19 India Cluster Network

d3-book

Code examples for “Interactive Data Visualization for the Web”

daily-dose-of-data-science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: https://avichawla.substack.com.

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

data-apps-leadscoring

Template for Lead Scoring data app

dbt-basics

dpatchigolla

Github Profile

dpatchigolla.github.io

ds_hike

engineering-management

A collection of inspiring resources related to engineering management and tech leadership

gae

Implementation of Graph Auto-Encoders in TensorFlow

graphsage

Representation learning on large graphs using stochastic graph convolutions.

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

ml-templates

Common python code templates used in ML and Data Science

ml_learning

models

Models and examples built with TensorFlow

multi-touch-attribution_shapleyvalue

Python implementation of Shapley value for multi touch attribution modeling

neupy

NeuPy is a Python library for Artificial Neural Networks and Deep Learning.

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

prog-scala-2nd-ed-code-examples

The code examples used in Programming Scala, 2nd Edition (O'Reilly)

project-based-learning

Curated list of project-based tutorials

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use

readings

recurrent-neural-networks

Learning about and doing projects with recurrent neural networks

rudder-server

Privacy and Security focused Segment-alternative, in Golang and React

simulation

sparkmagic

Jupyter magics and kernels for working with remote Spark clusters