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6.041

Notes I've taken for MIT's 6.041 (Probabilistic Systems Analysis & Applied Probability), plus course bible material.

angular-demo

Angular demo

angular-tour-of-heroes

Learn Angular from official document

angular2-jwt-authentication-example

Angular 2 JWT Authentication Example with Django REST backend

annotated-transformer

An annotated implementation of the Transformer paper.

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

basic-r

Notebook about basic R grammar and examples

benchmark_vae

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

biokowloon

A toolbox for multi-omics data analysis

bosssensor

Hide screen when boss is approaching.

camera

This is the git repository matching the Bioconductor package CAMERA: Collection of annotation related methods for mass spectrometry data

char-level-cnn-tf

Implementation of Character-level Convolutional Networks for Text Classification in TensorFlow

charcnn

chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

coursera-dl

Script for downloading Coursera.org videos and naming them.

coursera-test

Test repo for coursera

data-science-tools

Mainly about how to use numpy, pandas, matplotlib

ddalabrary

DDA Library creation workflow

deside

A DEep-learning and SIngle-cell based DEconvolution method for solid tumors

deside_mini_example

Minimal examples demonstrating the usage of DeSide

dj-rest

Django REST Framework as Angular2 backend

django-compose

Docker compose for django, django rest framework and mysql

django-docker

A demo for deploying Django project on Docker.

django-query-hmdb

django query HMDB and show result by ui-grid, all deployed by docker

django-rest-angular2-example

A simple example of a Django REST app + Angular2

drf-tdd-example

An example Django REST framework project for test driven development.

dse220x

UCSanDiegoX: DSE220x Machine Learning Fundamentals

examples

TensorFlow examples

exercises-hands-on-ml

Exercises and solutions of book "hands on machine learning with scikit-learn, keras & tensorflow" (2nd Edition)

fasttext

Library for fast text representation and classification.