yogeshluthra

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

awesome-courses

:books: List of awesome university courses for learning Computer Science!

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

examples

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

system-design-interview

System design interview for IT companies

labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

wiki

The Ethereum Wiki

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

graph_nets

Build Graph Nets in Tensorflow

plotnine

A Grammar of Graphics for Python

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

FastMaskRCNN

Mask RCNN in TensorFlow

pyethereum

Next generation cryptocurrency network

deepwalk

DeepWalk - Deep Learning for Graphs

spektral

Graph Neural Networks with Keras and Tensorflow 2.

BuildingMachineLearningSystemsWithPython

Source Code for the book Building Machine Learning Systems with Python

spark-scala-tutorial

A free tutorial for Apache Spark.

universal-portfolios

Collection of algorithms for online portfolio selection

flink-training-exercises

python-regex-cheatsheet

Python 2.7 Regular Expression cheatsheet, as a restructured text document and Makefile to convert it to PDF

recreation-gov-campsite-checker

Scrapes the recreation.gov website to check for campsite availabilities 🏕🏕

Neural-Ordinary-Differential-Equations

Sample implementation of Neural Ordinary Differential Equations

lsm

Code for Learnt Stereo Machines based on the NIPS 2017 paper

designing-data-intensive-applications-notes

Reading notes on the excellent "Designing Data-Intensive Applications"

TheConsciousnessPrior

AI-ON Consciousness Prior