Madhav Khosla's repositories
Akka-Learning
Learning Akka
autograd
Efficiently computes derivatives of numpy code.
awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
backend-best-practices
An evolving description of general best practices for backend development.
CNN-Helper
While making convnets and neural nets in general I hate calculating the size of the logits and the size of the image after each conv and pooling. So I made a little piece of code to help me
compiler_series
Material for the Creating a Compiler video lesson series.
Deep-Learning-Book-Notes
My Notes of the Deep Learning Group
deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
fpinscala
Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"
free-programming-books
:books: Freely available programming books
fromthetransistor
From the Transistor to the Web Browser
Functional-Programming-in-Scala
A repository for exercises in the Functional Programming in Scala Book.
Generative-Adversarial-Networks-Projects
Generative Adversarial Networks Projects, published by Packt
Google-Maps-API
A Class that is used to mine data from Google Images.
hosts
Extending and consolidating hosts files from several well-curated sources like adaway.org, mvps.org, malwaredomainlist.com, someonewhocares.org, and potentially others. You can optionally invoke extensions to block additional sites by category.
jlox
A Java implemetation of the tree-walk Lox interpreter from craftinginterpreters.com.
lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
mixpanel-to-s3
Dockerized Python Script to export raw events from Mixpanel (API) and upload to an AWS S3 bucket without using local storage.
private-ai-resources
Private machine learning progress
ProjectEuler
Project Euler Problem Solutions
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch-rest-api
A Pytorch DataLoader that can send data(Images, Tensors) as a rest api.
Scala-tinkering
Programs I wrote while learning Scala programming language.
shp-to-Jpeg
Converting the annotated .shp file to jpeg
skclone
A library for statistical learning that I'm building in the style of sklearn
SleepStageNet
This helps us to know about the sleep stage using EEG and Neural Networks
udemy-akka-essentials
The official repository for the Rock the JVM! Akka Essentials with Scala course