aaaml

Approaching (Almost) Any Machine Learning Problem by Abhishek Thakur, Book code repo

ajime

mime classification training submodule

amazon_clone

An amazon clone built with react js, payment processing using stripe, orders stored in firestore and hosting on netlify

anga

Using a pre-trained efficientnet (for experimental purposes) to classifier plant diseases given an image. Plant village challenge dataset.

aoc

Just goofing around, and trying to get rusty

aucal

A WhatsApp bot to convert pdf books text into audio. More like Audible audiobooks but using the tacotron2 model.

autoencoders

Autoencoders are neural networks used for data compression, image de-noising, and dimensionality reduction. Using PyTorch.

bindo

Trying binding rust and c, using bindgen

box_of_crayons

Taking food security, sustainable agriculture and "plant pathology" beyond the moon. 🚀🚀🚀🚀( "つづく!!" )

breast_cancer_detection

Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images.

celeba

Using Deep Convolutional GAN (generative adversarial network) to generate realistic faces, trained using the celebA dataset, implemented using pytorch c++ frontend.

chaos

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video

co2-dashboard

A CO2 emissions dashboard visualization using d3.js. https://droid021.github.io/co2-dashboard/

codecrafters-http-server-rust

collaboration_competition

Collaboration and Competition (using multi agent reinforcement learning). Train a pair of agents to play tennis.

configs

my neovim lua config

continuous_control

Using Deep Deterministic Policy Gradient(DDPG) to train a robotic arm to reach target locations, simulated on a unity environment

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.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-project-template

Pytorch Lightning code guideline for conferences

deep_learning

A collection of hobby/demo/research notebooks and some of the projects built as part of the udacity nanodegree programs

demolib

Attempt at stitching together a multipurpose ml framework, focusing on using a single algorithim(random forest)

deployment-demo

Repo used for the zoom call demo for computer vision model deployment built using fastai

dermatologist

Using PyTorch's C++ frontend to visually diagnose melanoma nevus and seborrheic keratosis, using the 2017 ISIC Challenge on Skin Lesion Analysis Towards Melanoma Detection

dgenie

Django Rest Framework PyTorch deployment template !

dltb

Computer vision for tuberculosis classification and lung segmentation.

dltb_hpu

Lung segmentantion using Montgomery dataset, Basically training a UNET on Habana Gaudi AI processor(s).

docker_self_hosted_registry

docker custom/private registry config, images stored on an AWS S3 bucket, ssl and traefik as the reverse proxy.

dummy-repo

For storing images to link to other notebooks

ezolimo

ezolimo, a companion app for the box of crayons repo built with flutter, and basically "frankensteined" code.