5998 Open source projects that are alternatives of or similar to Deep Learning Coursera

A Python library for integrating model-based and judgmental forecasting

American Gut open-access data and IPython notebooks

A collection of IJulia notebooks related to optimization

Data visualization course material

Exposure Matrix Factorization: modeling user exposure in recommendation

The Hacker Within at the University of California - Berkeley

Video2GIF neural network model from our paper at CVPR2016

Code for computing interpolating / approximating thin plate splines.

Code for "Online and Linear Time Attention by Enforcing Monotonic Alignments"

Material for the Montréal Deep Learning Summer School 2017

This repository contains code for paper "Learning Deep Embeddings with Histogram Loss" (NIPS2016)

Codes for Learning Affinity via Spatial Propagation Networks

Repository which contains various scripts and work with various basketball statistics

code repository for Udacity nanodegree Artificial Intelligence for Trading

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Augmented environments with RL

https://plot.ly/dash/gallery/live-wind-data/

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Road to Machine Learning

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019

Knowledge Graph Toolkit

capsule networks that achieves outstanding performance on the German traffic sign dataset

"Deep Learning in Natural Language Processing" - a course by DeepPavlov built on top of Stanford's cs224n

AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.

Korean Language Model을 이용한 심리상담 대화 언어 모델.

MAGNet: Multi-agents control using Graph Neural Networks

Mediterranean Machine Learning school tutorials

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

Slides and materials for most of my talks by year

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin

A middle-to-high level algorithm book designed with coding interview at heart!

FCOS: Fully Convolutional One-Stage Object Detection.

A tool to predict the depth field of a 2-dimensional image

Material for ODSCON San Francisco 2015

Multi-purpose tool for sound design and music production implemented in TensorFlow.

记录自己深度学习之路的点滴

Tutorials for Spring 2018

Tensorflow Object Detector

DEPRECATED: please see individual lesson repositories for current material.

A simple visual tracking interface using Python

Tutorials on optimization and coding skills

Material that I use for a variety of classes and tutorials

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Seaborn 学习笔记

《集体智慧编程》Python代码（基于Python3.6）和数据集

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops

📓 A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc

Some computer vision tutorials for my articles