Alexander Lavin (BoltzmannBrain)

BoltzmannBrain

Geek Repo

Location:NYC

Home Page:lavin.io

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Alexander Lavin's repositories

self-driving

Machine learning models for self-driving cars

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design-patterns-for-humans

Design Patterns for Humans™ - An ultra-simplified explanation

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nupic.research

Experimental algorithms. Unsupported.

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abs_fetcher

Fetching paper abstracts for downstream NLP

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blackdrops

Code for the Black-DROPS algorithm: "Black-Box Data-efficient Policy Search for Robotics", IROS 2017/ICRA 2018

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boltzmannbrain.github.ioOLD

{ Personal } website.

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edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

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github-issue-templates

:symbols: A collection of GitHub issue and pull request templates

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GPflow

Gaussian processes in TensorFlow

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gpmp2

Gaussian Process Motion Planner 2

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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gym-http-api

API to access OpenAI Gym from other languages via HTTP

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hack

⛷ Dead simple CSS framework.

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hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

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keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

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mltrl

Repository for the ML Technology Readiness Levels framework

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models

Models built with TensorFlow

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moveit

The MoveIt! motion planning framework

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NAB

The Numenta Anomaly Benchmark

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nupic

Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.

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prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

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pyro

Deep universal probabilistic programming with Python and PyTorch

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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tensorflow

Computation using data flow graphs for scalable machine learning

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thank-you-github

An open letter of gratitude to GitHub

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Turing.jl

Bayesian inference with probabilistic programming

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