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a-december-of-algorithms-2019

Welcome to another year of A December of Algorithms. This is a small collection of algorithms to implement this December. Finish it all to get a certificate. :christmas_tree:

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

annoy-sim-search

test repo

autoencoder

A simple, easy-to-use and flexible auto-encoder neural network implementation for Keras

autoout

Automated Outlier Detection and Treatment Tool

awesome-gre-materials

A curated list of materials to prepare for the GRE.

clover

Fork of Clover UEFI bootloader

create-ml-app

Template Makefile for ML projects in Python.

dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

data511_project

dataset-cleaner

Notebook with the necessary instructions and code to clean your computer vision dataset

document-dewarping-with-control-points

Document Dewarping with Control Points

early-stopping-pytorch

Early stopping for PyTorch

fastai

The fastai deep learning library, plus lessons and tutorials

food_identify_gptv

git-workshop

test repo

gnatss

Community Seafloor Global Navigation Satellite Systems - Acoustic (GNSS-A) Transponder Surveying Software

gre-pred

keras

Deep Learning for humans

keras-maskrcnn

Keras implementation of MaskRCNN object detection.

keras-vis

Neural network visualization toolkit for keras

lbtoolbox

My personal toolbox for doing datascience (especially deep learning) in python.

malaria-detection-with-fastai

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

math_by_richard_feynman

A repo of curated links to Math lectures by Prof. Richard Feynman

mlcourse.ai

Open Machine Learning Course

mnist-gans-tf

Training MNIST with Generative Adversarial Networks (tf)

nbviewer

nbconvert as a web service: Render Jupyter Notebooks as static web pages

neon-racer-with-openai

Neon Racer played by AI using reinforcement learning

neural-style-transfer-in-100-lines

Artistic Neural Style Transfer performed in under 100 lines of code using TensorFlow libraries