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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

awesome-computer-vision

A curated list of awesome computer vision resources

bioviz

Biorbd visualization toolkit

build

Build-related tools for TensorFlow

bypass-paywalls-chrome

Bypass Paywalls web browser extension for Chrome and Firefox.

cactus

An image classification problem identifying the presence or absence of cactus in a 32 by 32 pixel image. The 17,500-image database was split 60% train, 20% validation, 20% test. Parallel processing was implemented for image processing and model building. Feature engineering included the creation edge features using the difference between adjacent pixels. Support vector machine, random forest, Xgboost, and convolutional neural network (CNN) models were fit. The CNN fit with TensorFlow and Keras outperformed all other models with 97.5% classification accuracy. By using a weighted average of the Xgboost, Random Forest, and CNN models a classification accuracy of 97.7% was achieved. This was a team project. I was responsible for the image processing, feature engineering, Random Forest, Xgboost, and weighted average models.

callmekofi

cassandra-data-model

cat-

Deep Neural Network for Image Classification: Application

codestackr

convnext

Code release for ConvNeXt model

crossvit

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

data-analysis-probability-

Udacity Data Analysis Probability

data-engineering-practice

Data Engineering Practice Problems

data-engineering-zoomcamp

Free Data Engineering course!

data-modelling-postgres

Data modelling with Postgres

dataframe-from-api

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

dcpdn

Densely Connected Pyramid Dehazing Network (CVPR'2018)

dehazenet

an end to end dehaze tools

detection-of-fraud

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

do-conv

Depthwise Over-parameterized Convolutional Layer

election-analysis

etl-pipeline-that-retrieves-data-from-s3-and-stages-the-data-in-redshift.

ffa-net

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

fiftyone

The open-source tool for building high-quality datasets and computer vision models

floodnet

Official implementation of https://arxiv.org/abs/2105.08655 paper

floodnet-challenge-earthvision2021