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jdchang1's Projects

curl icon curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

d3-plugins icon d3-plugins

[DEPRECATED] A repository for sharing D3.js V3 plugins.

ddpo-pytorch icon ddpo-pytorch

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

drqv2 icon drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

implementing-machine-learning-algorithms-from-scratch icon implementing-machine-learning-algorithms-from-scratch

This is where I want to play around with some algorithms and implement them to get a better understanding of the algorithms. I do not make use of libraries to optimize functionality, and in now way are these good for use with real datasets.

kmodes icon kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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