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vroloc's Projects

accelerate icon accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

adaptnlp icon adaptnlp

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

ai_curriculum icon ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

codingforkids icon codingforkids

This repo contains all the materials that I have used to teach Computer Science (Computational Thinking Concepts and Approaches as well as Coding) to Kids (2nd Grade and up) in USA. I have started this program as an humble effort to teach kids fundamentals and concepts of Computer Science.

fastai icon fastai

The fastai deep learning library

fastai2 icon fastai2

Temporary home for fastai v2 while it's being developed

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fastpages icon fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

ml-course-notes icon ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

skm-tea icon skm-tea

Repository for the Stanford Knee MRI Multi-Task Evaluation (SKM-TEA) Dataset

tinypets icon tinypets

Minimal JS interface to an image classifer

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