Yang's repositories

2D-and-3D-face-alignment

This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.

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Amazon_Forest_Computer_Vision

Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

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CFO

Conditional Focused Neural Question Answering with Large-scale Knowledge Bases

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CompPhys

CompPhys - a Computational Physics repository

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deep-koalarization

Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (DD2424 Deep Learning in Science course at KTH 2017)

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DiscoGAN-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

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drn

Dilated Residual Networks

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effective-pandas

Source code for my collection of articles on using pandas.

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europilot

A toolkit for controlling Euro Truck Simulator 2 with python to develop self-driving algorithms.

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fast-style-transfer

fast style transfer on your webcam, with included models

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Flow-Guided-Feature-Aggregation

Flow-Guided Feature Aggregation for Video Object Detection

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gensim

Topic Modelling for Humans

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hadoop-docker

Hadoop docker image

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instacart-basket-prediction

Kaggle: Instacart Market Basket Analysis, 3rd Place

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instacart-basket-prediction-1

RNNs (and other stuff) for Kaggle's Instacart order prediction competition

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keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

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machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

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onnx

Open Neural Network Exchange

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pynvrtc

Python Binding to NVRTC

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pytorch-avitm

PyTorch implementation of AVITM

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pytorch_notebooks

tutorial notebooks

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rust-cudnn

Safe CUDA cuDNN wrapper for the Rust language.

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shinystan

shinystan R package and ShinyStan GUI

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simple-tech-challenges

Holds instructions and datasets for simple tech challenges

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Skater

Python Library for Model Agnostic Interpretation

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SMASH

An experimental technique for efficiently exploring neural architectures.

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spark-notebook-ml-labs

Data Science with Apache Spark and Spark Notebook

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wbc-classification

Classifying White Blood Cells with CNNs

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word2vec_commented

Commented (but unaltered) version of original word2vec C implementation.

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