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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

caffe

Caffe: a fast open framework for deep learning.

coastline_gen

coastline_gen simple coastline generalization

cs229t

Statistical Learning Theory (CS229T) Lecture Notes

deep-learning-for-tracking-and-detection

Collection of papers and other resources for object tracking and detection using deep learning

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dlib

A toolkit for making real world machine learning and data analysis applications in C++

docker-vxl

Base VXL project in docker

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homework

Assignments for CS294-112.

hough_test

jupyter

Jupyter metapackage for installation, docs and chat

linked_list

algo_practice of linked list

mask_rcnn

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

modern-deep-learning-docker

Modern Deep Learning Docker Image

msel_contour_extraction_cxx

A Multi-Stage Approach to Curve Extraction

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

nuclei

Repo for nuclei detection on medical imagery

object_detection_tracking

object detection, object recognition, object tracking on conventional methods and deep learning

overpass-api-python-wrapper

A thin Python wrapper around the OpenStreetMap Overpass API

pcl

Point Cloud Library (PCL)

pix2pix

Image-to-image translation with conditional adversarial nets

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

s2p

Satellite Stereo Pipeline

shipdetection

splatnet

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

torch-points3d

Pytorch framework for doing deep learning on point clouds.

vision

Datasets, Transforms and Models specific to Computer Vision

vtkhoughplanes

Hough transform to find planes in point clouds