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asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

bayesianonlinechangepointdetection

bayesregression_workbooks

chainrules.jl

forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

conjugatepriors.jl

A Julia package to support conjugate prior distributions.

diffopt.jl

Differentiating convex optimization program w.r.t. program parameters

distributions.jl

A Julia package for probability distributions and associated functions.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generativeadversarialnetworks

Prototype code playing with generative adversarial networks to create synthetic MNIST images

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

lasagne

Lightweight library to build and train neural networks in Theano

lazystack.jl

🥞

maml.jl

Model Agnostic Meta Learning

neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

nilm_metadata

A schema for modelling meters, measurements, appliances, buildings etc

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

openai

Repo to explore the proposals on OpenAI

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

powersystemsunits

PowerSystems Units for Unitful.jl

recipespipeline.jl

Utilities for processing recipes

reinforcementlearning

A repo to explore the environments in OpenAI and the exercises and material in ReinforcementLearning: An Introduction [Sutton & Barto]

roots.jl

Root finding functions for Julia

rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

scikit-learn

scikit-learn: machine learning in Python

summerton

summerton

taskminder

A python productivity app

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

variationalautoencoder