hosford42

Aaron Hosford's starred repositories

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

CC-BY-SA-4.015920 400 53

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

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autokeras

AutoML library for deep learning

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TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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deepo

Setup and customize deep learning environment in seconds.

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MathUtilities

A collection of some of the neat math and physics tricks that I've collected over the last few years.

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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RL4LMs

A modular RL library to fine-tune language models to human preferences

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rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

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ThinkBayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

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lang-seg

Language-Driven Semantic Segmentation

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conformal-prediction

Lightweight, useful implementation of conformal prediction on real data.

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opennars

OpenNARS for Research 3.0+

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Sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

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G.pt

Official PyTorch Implementation of "Learning to Learn with Generative Models of Neural Network Checkpoints"

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Depth-from-Motion

[ECCV 2022 oral] Monocular 3D Object Detection with Depth from Motion

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dragon

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

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torchhd

Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures

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popgym

Partially Observable Process Gym

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www-shrdlu

A revival of Terry Winograd's famous SHRDLU program, adapted to use on the web.

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CODE_TSAO_PNAS

code for "A topological solution to object segmentation and tracking"

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PPO

Tensorflow implementation of proximal policy optimization (PPO) algorithm

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PPO

Reinforcement Learning

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logotron

Maybe someday a bot that runs Logo programs and shares the result as a video

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TensorFlowUtilities

Assorted useful tensorflow functions and keras layers

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TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

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