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Codes relevant to automatic differentiation

atcoder

Solutions on AtCoder

awesome-bits

:computer: A curated list of awesome bitwise operations and tricks

awesome-public-datasets

A topic-centric list of HQ open datasets in public domains. PR ☛☛☛

cargo-compete

A Cargo subcommand for competitive programming

cargo-equip

A Cargo subcommand to bundle your code into one `.rs` file for competitive programming

competitive-library

competitive programming library

competitive-programming-grader

Competitive Programming Grader for automating coding-build-testing loop.

cooks-d

Cook's Distance for anormaly detection

cs231

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

data-science

love to plot distributions. this is what that's for.

deep-learning-from-scratch-2

『ゼロから作る Deep Learning ❷』(O'Reilly Japan, 2018)

deep-learning-with-pytorch-ja

deep-learning-with-pytorchの日本語版repositoryです。

design-patterns

The playground for Design Patterns

dffits

Anormaly detection for linear regression model

gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

haskell

The playground for Haskell

heuristics

interpretable-ml-book-ja

Japanese translation for book about interpretable machine learning by Christoph Molnar. Main branch is `japanese` branch not `master` branch. If you are interested in translation activity, see `developer_guide.md` in `japanese` branch.

julia

The playground for Julia programming language

lasso

This is implementation of Coordinate Descent for Lasso.

least-absolute-regression

Least absolute error regression implemented using Linear Programming, primarily to illustrate repository structure conventions.

library

CompetitiveProgramming C++ Library

mlrefined

Jupyter notebooks, Python and MATLAB code examples, and demos from the textbook "Machine Learning Refined" (Cambridge University Press). See our blog https://jermwatt.github.io/mlrefined/index.html for interactive versions of many of the notebooks in this repo.

mord

Ordinal regression algorithms

ols-tls-projection-concepts

opt

Playground for optimization problems

pandas-playground

The playground for Python pandas library

poisson-regression

Possion Regression Example in Python

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)