Ian Danforth (iandanforth)

iandanforth

Geek Repo

Location:Menlo Park, CA

Home Page:https://iandanforth.com

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Ian Danforth's repositories

pymuscle

A motor unit based model of skeletal muscle and fatigue

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mjcf

Python Library for MuJoCo Format model xml

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muscledagents

Models rigged with muscles and environments which incorporate PyMuscle fatigable muscle models

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ml

Machine Learning resources, information and notes.

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NAB

The Numenta Anomaly Benchmark

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NAB-detectors

Detectors for the Numenta Anomaly Benchmark

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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box2d-to-mjcf

Convert bipedal walker terrain into MuJoCo worlds.

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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deeprl-nav

Deep Reinforcement Learning Nanodegree Navigation Project

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dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

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grounded-rewards

Evolving reward functions to support homeostasis

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habitat

An AI Project

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hp

Homeostatic Primitives

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iandanforth.github.io

Github.io pages

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isomorphic-notebook

A template notebook that runs in both local Jupyter and in Colab as an entrypoint to a repository.

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jeff-dean-bot

Telegram Bot that sends a random Jeff Dean Fact

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jupyter-canvas-display

Example notebook for live updating canvas via Jupyter widgets

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Layer-level-control-of-DNN-training

This repository contains the code used to create all the figures of our paper "On layer-level control of DNN training and its impact on generalization", by Simon Carbonnelle and Christophe De Vleeschouwer.

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objdet_fizyr_colab

Colab (Jupyter) notebook to train Object Detection model with custom dataset, based on Fizyr implementation of RetinaNet in Keras.

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preference

Preference is an action selection method. It is an alternative to softmax, greedy, epsilon-greedy etc.

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pymuscle-docs

Documentation for the PyMuscle library

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rl-baselines-zoo

A collection of 70+ pre-trained RL agents using Stable Baselines

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sai-assignment

Q-Learners

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smaction

Softmax Action Detection Visualization

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somemanymost

A site to map words which describe quantities with real values.

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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wronginpublic

Experimental Blog

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yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

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