aaditya prakash (iamaaditya)

iamaaditya

Geek Repo

Company:ML Researcher

Location:Boston, MA

Home Page:https://iamaaditya.github.io

Twitter:@aaditya_prakash

Github PK Tool:Github PK Tool


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Brandies-ML

aaditya prakash's starred repositories

professional-programming

A collection of learning resources for curious software engineers

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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OpenBBTerminal

Investment Research for Everyone, Everywhere.

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best-of-ml-python

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

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FinRL

FinRL: Financial Reinforcement Learning. 🔥

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minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

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deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

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cvxpy

A Python-embedded modeling language for convex optimization problems.

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scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

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pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

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uda

Unsupervised Data Augmentation (UDA)

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programming-math-science

This is a list of links to different freely available learning resources about computer programming, math, and science.

dockerized

Run popular commandline tools within docker

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best-of-jupyter

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

stardist

StarDist - Object Detection with Star-convex Shapes

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self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

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squidpy

Spatial Single Cell Analysis in Python

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node-efficientnet

tensorflowJS implementation of EfficientNet 🚀

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resources

A Highly Opinionated List of Open Source Cheminformatics Resources

License:MITStargazers:187Issues:19Issues:0

BayesPy

Bayesian Inference Tools in Python

awesome-aoe2

Curated list of awesome Age of Empires II resources

Pathology-GAN

Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings of The 3rd International Conference on Medical Imaging with Deep Learning (MIDL) 2020'

multimodal

A collection of multimodal datasets, and visual features for VQA and captionning in pytorch. Just run "pip install multimodal"

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AD3DMIL

Attention Based Deep 3D Multiple Instance Learning

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self_distillation

Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression

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DSCSI-GAN

Implementation of Paper 'Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning on histopathology images'. And this repo also contains the reimplementation of paper 'Neural Stain-Style Transfer Learning using GAN for Histopathological Images'.

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linear-crf

Linear Conditional Random Field implementation in Pytorch

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SGL

Self-guiding Loss for Multiple Instance Learning

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