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accelerate

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

algorithms-and-coding-interviews

Open source content from a book in progress, Hands-on Algorithmic Problem Solving

codellama

Inference code for CodeLlama models

college-project

Case study of various machine learning classification algorithims

data-science-interviews

Data science interview questions and answers

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasets-huggingface

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

dscdemowebsite

By Kartik Joshi

dscpgdavdemowebsite

by Kartik Joshi

fastai

The fastai deep learning library

iclr-workshop-challenge-1-cgiar-computer-vision-for-crop-disease

Starter code for the Zindi competition - ICLR Workshop Challenge #1: CGIAR Computer Vision for Crop Disease

imagescope_xml_utils

A tool for read and write aperio imagescope xml file.

llava-med

Large Language-and-Vision Assistant for BioMedicine, built towards multimodal GPT-4 level capabilities.

lofo-importance

Leave One Feature Out Importance

maskmitosis

midog_domain_adaptation

ml_ta_iiitb_2020

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

modules-cloud

:cloud: Content for cloud computing workshop

my-codes

nbdev-intgrt

a project that implements numeric integration

nuclick_torch

Pytorch implementation of NuClick for interactive cell segmentation

objectdetection

OBJ_DETN for MIDOG2021

openprompt

An Open-Source Framework for Prompt-Learning.

parsr

Transforms PDF, Documents and Images into Enriched Structured Data

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorchgradcam

Pytorch gradcam implementation. Easy to use for the basic and seamese networks

stable-diffusion-deploy

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.

stable-diffusion-tensorflow

TensorFlow/Keras port of Stable Diffusion

striver-sde-sheet

These are 180 DSA questions which are quite often asked in technical interviews .